Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Hrushikesh N. Mhaskar
@article{DBLP:journals/corr/abs-2402-04348,
author = {Michael McKenna and
Hrushikesh N. Mhaskar and
Richard G. Spencer},
title = {Inversion of the Laplace Transform of Point Masses},
journal = {CoRR},
volume = {abs/2402.04348},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.04348},
doi = {10.48550/ARXIV.2402.04348},
eprinttype = {arXiv},
eprint = {2402.04348},
timestamp = {Thu, 14 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-04348.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-12687,
author = {Hrushikesh N. Mhaskar and
Ryan O'Dowd},
title = {Learning on manifolds without manifold learning},
journal = {CoRR},
volume = {abs/2402.12687},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.12687},
doi = {10.48550/ARXIV.2402.12687},
eprinttype = {arXiv},
eprint = {2402.12687},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-12687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-00160,
author = {Hrushikesh Narhar Mhaskar and
Ryan O'Dowd},
title = {Local transfer learning from one data space to another},
journal = {CoRR},
volume = {abs/2302.00160},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.00160},
doi = {10.48550/ARXIV.2302.00160},
eprinttype = {arXiv},
eprint = {2302.00160},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-00160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-01475,
author = {Quoc Thong Le Gia and
Hrushikesh N. Mhaskar},
title = {Numerical solutions to an inverse problem for a non-linear Helmholtz
equation},
journal = {CoRR},
volume = {abs/2302.01475},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.01475},
doi = {10.48550/ARXIV.2302.01475},
eprinttype = {arXiv},
eprint = {2302.01475},
timestamp = {Thu, 09 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-01475.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00984,
author = {Katarina Doctor and
Tong Mao and
Hrushikesh N. Mhaskar},
title = {Encoding of data sets and algorithms},
journal = {CoRR},
volume = {abs/2303.00984},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.00984},
doi = {10.48550/ARXIV.2303.00984},
eprinttype = {arXiv},
eprint = {2303.00984},
timestamp = {Mon, 06 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-00984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-03890,
author = {Hrushikesh N. Mhaskar},
title = {Approximation by non-symmetric networks for cross-domain learning},
journal = {CoRR},
volume = {abs/2305.03890},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.03890},
doi = {10.48550/ARXIV.2305.03890},
eprinttype = {arXiv},
eprint = {2305.03890},
timestamp = {Thu, 11 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-03890.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-03230,
author = {Hrushikesh N. Mhaskar and
Tong Mao},
title = {Tractability of approximation by general shallow networks},
journal = {CoRR},
volume = {abs/2308.03230},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.03230},
doi = {10.48550/ARXIV.2308.03230},
eprinttype = {arXiv},
eprint = {2308.03230},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-03230.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MasonMG22,
author = {Eric Mason and
Hrushikesh N. Mhaskar and
Adam Guo},
title = {A manifold learning approach for gesture recognition from micro-Doppler
radar measurements},
journal = {Neural Networks},
volume = {152},
pages = {353--369},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.04.024},
doi = {10.1016/J.NEUNET.2022.04.024},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/MasonMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HanMC22,
author = {Ningning Han and
Hrushikesh N. Mhaskar and
Charles K. Chui},
title = {Theory-Inspired Deep Network for Instantaneous-Frequency Extraction
and Subsignals Recovery From Discrete Blind-Source Data},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {8},
pages = {3437--3447},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3052966},
doi = {10.1109/TNNLS.2021.3052966},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/HanMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-06392,
author = {Hrushikesh N. Mhaskar},
title = {Local approximation of operators},
journal = {CoRR},
volume = {abs/2202.06392},
year = {2022},
url = {https://arxiv.org/abs/2202.06392},
eprinttype = {arXiv},
eprint = {2202.06392},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-06392.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/MhaskarPW21,
author = {Hrushikesh N. Mhaskar and
Sergei V. Pereverzyev and
Maria D. van der Walt},
title = {A Function Approximation Approach to the Prediction of Blood Glucose
Levels},
journal = {Frontiers Appl. Math. Stat.},
volume = {7},
pages = {707884},
year = {2021},
url = {https://doi.org/10.3389/fams.2021.707884},
doi = {10.3389/FAMS.2021.707884},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fams/MhaskarPW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/DasMC21,
author = {Srinjoy Das and
Hrushikesh N. Mhaskar and
Alexander Cloninger},
title = {Kernel Distance Measures for Time Series, Random Fields and Other
Structured Data},
journal = {Frontiers Appl. Math. Stat.},
volume = {7},
pages = {787455},
year = {2021},
url = {https://doi.org/10.3389/fams.2021.787455},
doi = {10.3389/FAMS.2021.787455},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fams/DasMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05893,
author = {Hrushikesh N. Mhaskar and
Sergei V. Pereverzyev and
Maria D. van der Walt},
title = {A function approximation approach to the prediction of blood glucose
levels},
journal = {CoRR},
volume = {abs/2105.05893},
year = {2021},
url = {https://arxiv.org/abs/2105.05893},
eprinttype = {arXiv},
eprint = {2105.05893},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-05893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14752,
author = {Srinjoy Das and
Hrushikesh N. Mhaskar and
Alexander Cloninger},
title = {Kernel distance measures for time series, random fields and other
structured data},
journal = {CoRR},
volume = {abs/2109.14752},
year = {2021},
url = {https://arxiv.org/abs/2109.14752},
eprinttype = {arXiv},
eprint = {2109.14752},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14752.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-01670,
author = {Eric Mason and
Hrushikesh N. Mhaskar and
Adam Guo},
title = {A manifold learning approach for gesture identification from micro-Doppler
radar measurements},
journal = {CoRR},
volume = {abs/2110.01670},
year = {2021},
url = {https://arxiv.org/abs/2110.01670},
eprinttype = {arXiv},
eprint = {2110.01670},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-01670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/Mhaskar20,
author = {Hrushikesh N. Mhaskar},
title = {Kernel-Based Analysis of Massive Data},
journal = {Frontiers Appl. Math. Stat.},
volume = {6},
pages = {30},
year = {2020},
url = {https://doi.org/10.3389/fams.2020.00030},
doi = {10.3389/FAMS.2020.00030},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fams/Mhaskar20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/MhaskarCC20,
author = {Hrushikesh N. Mhaskar and
Xiuyuan Cheng and
Alexander Cloninger},
title = {A Witness Function Based Construction of Discriminative Models Using
Hermite Polynomials},
journal = {Frontiers Appl. Math. Stat.},
volume = {6},
pages = {31},
year = {2020},
url = {https://doi.org/10.3389/fams.2020.00031},
doi = {10.3389/FAMS.2020.00031},
timestamp = {Mon, 06 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fams/MhaskarCC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MhaskarP20,
author = {Hrushikesh N. Mhaskar and
Tomaso A. Poggio},
title = {An analysis of training and generalization errors in shallow and deep
networks},
journal = {Neural Networks},
volume = {121},
pages = {229--241},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2019.08.028},
doi = {10.1016/J.NEUNET.2019.08.028},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/MhaskarP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Mhaskar20,
author = {Hrushikesh N. Mhaskar},
title = {Dimension independent bounds for general shallow networks},
journal = {Neural Networks},
volume = {123},
pages = {142--152},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2019.11.006},
doi = {10.1016/J.NEUNET.2019.11.006},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Mhaskar20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Mhaskar20a,
author = {Hrushikesh N. Mhaskar},
title = {A direct approach for function approximation on data defined manifolds},
journal = {Neural Networks},
volume = {132},
pages = {253--268},
year = {2020},
url = {https://doi.org/10.1016/j.neunet.2020.08.018},
doi = {10.1016/J.NEUNET.2020.08.018},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Mhaskar20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-12006,
author = {Charles K. Chui and
Ningning Han and
Hrushikesh N. Mhaskar},
title = {Theory inspired deep network for instantaneous-frequency extraction
and signal components recovery from discrete blind-source data},
journal = {CoRR},
volume = {abs/2001.12006},
year = {2020},
url = {https://arxiv.org/abs/2001.12006},
eprinttype = {arXiv},
eprint = {2001.12006},
timestamp = {Mon, 03 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-12006.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13226,
author = {Hrushikesh N. Mhaskar},
title = {Kernel based analysis of massive data},
journal = {CoRR},
volume = {abs/2003.13226},
year = {2020},
url = {https://arxiv.org/abs/2003.13226},
eprinttype = {arXiv},
eprint = {2003.13226},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-13226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-01245,
author = {Alexander Cloninger and
Hrushikesh N. Mhaskar},
title = {Cautious Active Clustering},
journal = {CoRR},
volume = {abs/2008.01245},
year = {2020},
url = {https://arxiv.org/abs/2008.01245},
eprinttype = {arXiv},
eprint = {2008.01245},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-01245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-04227,
author = {Alex Cloninger and
Hrushikesh N. Mhaskar},
title = {A low discrepancy sequence on graphs},
journal = {CoRR},
volume = {abs/2010.04227},
year = {2020},
url = {https://arxiv.org/abs/2010.04227},
eprinttype = {arXiv},
eprint = {2010.04227},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-04227.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/MhaskarPSS19,
author = {Hrushikesh N. Mhaskar and
Sergei V. Pereverzyev and
Vasyl Yu. Semenov and
Evgeniya V. Semenova},
title = {Data Based Construction of Kernels for Semi-Supervised Learning With
Less Labels},
journal = {Frontiers Appl. Math. Stat.},
volume = {5},
pages = {21},
year = {2019},
url = {https://doi.org/10.3389/fams.2019.00021},
doi = {10.3389/FAMS.2019.00021},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fams/MhaskarPSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jc/Mhaskar19,
author = {Hrushikesh N. Mhaskar},
title = {Function approximation with zonal function networks with activation
functions analogous to the rectified linear unit functions},
journal = {J. Complex.},
volume = {51},
pages = {1--19},
year = {2019},
url = {https://doi.org/10.1016/j.jco.2018.09.002},
doi = {10.1016/J.JCO.2018.09.002},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jc/Mhaskar19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-02975,
author = {Hrushikesh N. Mhaskar and
Alex Cloninger and
Xiuyuan Cheng},
title = {A witness function based construction of discriminative models using
Hermite polynomials},
journal = {CoRR},
volume = {abs/1901.02975},
year = {2019},
url = {http://arxiv.org/abs/1901.02975},
eprinttype = {arXiv},
eprint = {1901.02975},
timestamp = {Fri, 01 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-02975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12882,
author = {Hrushikesh N. Mhaskar and
Tomaso A. Poggio},
title = {Function approximation by deep networks},
journal = {CoRR},
volume = {abs/1905.12882},
year = {2019},
url = {http://arxiv.org/abs/1905.12882},
eprinttype = {arXiv},
eprint = {1905.12882},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12882.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-04895,
author = {Hrushikesh N. Mhaskar},
title = {Super-resolution meets machine learning: approximation of measures},
journal = {CoRR},
volume = {abs/1907.04895},
year = {2019},
url = {http://arxiv.org/abs/1907.04895},
eprinttype = {arXiv},
eprint = {1907.04895},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-04895.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-00156,
author = {Hrushikesh N. Mhaskar},
title = {Deep Gaussian networks for function approximation on data defined
manifolds},
journal = {CoRR},
volume = {abs/1908.00156},
year = {2019},
url = {http://arxiv.org/abs/1908.00156},
eprinttype = {arXiv},
eprint = {1908.00156},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-00156.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-09880,
author = {Hrushikesh N. Mhaskar},
title = {Dimension independent bounds for general shallow networks},
journal = {CoRR},
volume = {abs/1908.09880},
year = {2019},
url = {http://arxiv.org/abs/1908.09880},
eprinttype = {arXiv},
eprint = {1908.09880},
timestamp = {Thu, 29 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-09880.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/ChuiM18,
author = {Charles K. Chui and
Hrushikesh N. Mhaskar},
title = {Deep Nets for Local Manifold Learning},
journal = {Frontiers Appl. Math. Stat.},
volume = {4},
pages = {12},
year = {2018},
url = {https://doi.org/10.3389/fams.2018.00012},
doi = {10.3389/FAMS.2018.00012},
timestamp = {Tue, 07 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fams/ChuiM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/ChandrasekaranG18,
author = {Shivkumar Chandrasekaran and
C. H. Gorman and
Hrushikesh Narhar Mhaskar},
title = {Minimum Sobolev norm interpolation of scattered derivative data},
journal = {J. Comput. Phys.},
volume = {365},
pages = {149--172},
year = {2018},
url = {https://doi.org/10.1016/j.jcp.2018.03.014},
doi = {10.1016/J.JCP.2018.03.014},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/ChandrasekaranG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-00173,
author = {Tomaso A. Poggio and
Kenji Kawaguchi and
Qianli Liao and
Brando Miranda and
Lorenzo Rosasco and
Xavier Boix and
Jack Hidary and
Hrushikesh N. Mhaskar},
title = {Theory of Deep Learning {III:} explaining the non-overfitting puzzle},
journal = {CoRR},
volume = {abs/1801.00173},
year = {2018},
url = {http://arxiv.org/abs/1801.00173},
eprinttype = {arXiv},
eprint = {1801.00173},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-00173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-06266,
author = {Hrushikesh N. Mhaskar and
Tomaso A. Poggio},
title = {An analysis of training and generalization errors in shallow and deep
networks},
journal = {CoRR},
volume = {abs/1802.06266},
year = {2018},
url = {http://arxiv.org/abs/1802.06266},
eprinttype = {arXiv},
eprint = {1802.06266},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-06266.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-02003,
author = {Abhejit Rajagopal and
Shivkumar Chandrasekaran and
Hrushikesh Narhar Mhaskar},
title = {Deep Algorithms: designs for networks},
journal = {CoRR},
volume = {abs/1806.02003},
year = {2018},
url = {http://arxiv.org/abs/1806.02003},
eprinttype = {arXiv},
eprint = {1806.02003},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-02003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fams/MhaskarPW17,
author = {Hrushikesh N. Mhaskar and
Sergei V. Pereverzyev and
Maria D. van der Walt},
title = {A Deep Learning Approach to Diabetic Blood Glucose Prediction},
journal = {Frontiers Appl. Math. Stat.},
volume = {3},
pages = {14},
year = {2017},
url = {https://doi.org/10.3389/fams.2017.00014},
doi = {10.3389/FAMS.2017.00014},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fams/MhaskarPW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijautcomp/PoggioMRML17,
author = {Tomaso A. Poggio and
Hrushikesh N. Mhaskar and
Lorenzo Rosasco and
Brando Miranda and
Qianli Liao},
title = {Why and when can deep-but not shallow-networks avoid the curse of
dimensionality: {A} review},
journal = {Int. J. Autom. Comput.},
volume = {14},
number = {5},
pages = {503--519},
year = {2017},
url = {https://doi.org/10.1007/s11633-017-1054-2},
doi = {10.1007/S11633-017-1054-2},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijautcomp/PoggioMRML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MhaskarLP17,
author = {Hrushikesh N. Mhaskar and
Qianli Liao and
Tomaso A. Poggio},
editor = {Satinder Singh and
Shaul Markovitch},
title = {When and Why Are Deep Networks Better Than Shallow Ones?},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {2343--2349},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.10913},
doi = {10.1609/AAAI.V31I1.10913},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/MhaskarLP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MhaskarPW17,
author = {Hrushikesh N. Mhaskar and
Sergei V. Pereverzyev and
Maria D. van der Walt},
title = {A deep learning approach to diabetic blood glucose prediction},
journal = {CoRR},
volume = {abs/1707.05828},
year = {2017},
url = {http://arxiv.org/abs/1707.05828},
eprinttype = {arXiv},
eprint = {1707.05828},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MhaskarPW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChuiM17,
author = {Charles K. Chui and
Hrushikesh Narhar Mhaskar},
title = {A Fourier-invariant method for locating point-masses and computing
their attributes},
journal = {CoRR},
volume = {abs/1707.09319},
year = {2017},
url = {http://arxiv.org/abs/1707.09319},
eprinttype = {arXiv},
eprint = {1707.09319},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChuiM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChuiM17a,
author = {Charles K. Chui and
Hrushikesh Narhar Mhaskar},
title = {A unified method for super-resolution recovery and real exponential-sum
separation},
journal = {CoRR},
volume = {abs/1707.09428},
year = {2017},
url = {http://arxiv.org/abs/1707.09428},
eprinttype = {arXiv},
eprint = {1707.09428},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChuiM17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-08174,
author = {Hrushikesh N. Mhaskar},
title = {Function approximation with ReLU-like zonal function networks},
journal = {CoRR},
volume = {abs/1709.08174},
year = {2017},
url = {http://arxiv.org/abs/1709.08174},
eprinttype = {arXiv},
eprint = {1709.08174},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-08174.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MhaskarLP16,
author = {Hrushikesh N. Mhaskar and
Qianli Liao and
Tomaso A. Poggio},
title = {Learning Real and Boolean Functions: When Is Deep Better Than Shallow},
journal = {CoRR},
volume = {abs/1603.00988},
year = {2016},
url = {http://arxiv.org/abs/1603.00988},
eprinttype = {arXiv},
eprint = {1603.00988},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MhaskarLP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChuiM16,
author = {Charles K. Chui and
Hrushikesh Narhar Mhaskar},
title = {Deep nets for local manifold learning},
journal = {CoRR},
volume = {abs/1607.07110},
year = {2016},
url = {http://arxiv.org/abs/1607.07110},
eprinttype = {arXiv},
eprint = {1607.07110},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChuiM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MhaskarP16,
author = {Hrushikesh N. Mhaskar and
Tomaso A. Poggio},
title = {Deep vs. shallow networks : An approximation theory perspective},
journal = {CoRR},
volume = {abs/1608.03287},
year = {2016},
url = {http://arxiv.org/abs/1608.03287},
eprinttype = {arXiv},
eprint = {1608.03287},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/MhaskarP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/PoggioMRML16,
author = {Tomaso A. Poggio and
Hrushikesh N. Mhaskar and
Lorenzo Rosasco and
Brando Miranda and
Qianli Liao},
title = {Why and When Can Deep - but Not Shallow - Networks Avoid the Curse
of Dimensionality: a Review},
journal = {CoRR},
volume = {abs/1611.00740},
year = {2016},
url = {http://arxiv.org/abs/1611.00740},
eprinttype = {arXiv},
eprint = {1611.00740},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/PoggioMRML16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/ChandrasekaranM15,
author = {Shivkumar Chandrasekaran and
Hrushikesh Narhar Mhaskar},
title = {A minimum Sobolev norm technique for the numerical discretization
of PDEs},
journal = {J. Comput. Phys.},
volume = {299},
pages = {649--666},
year = {2015},
url = {https://doi.org/10.1016/j.jcp.2015.07.025},
doi = {10.1016/J.JCP.2015.07.025},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/ChandrasekaranM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/moc/ChuiM14,
author = {Charles K. Chui and
Hrushikesh Narhar Mhaskar},
title = {Smooth function extension based on high dimensional unstructured data},
journal = {Math. Comput.},
volume = {83},
number = {290},
pages = {2865--2891},
year = {2014},
url = {https://doi.org/10.1090/S0025-5718-2014-02819-6},
doi = {10.1090/S0025-5718-2014-02819-6},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/moc/ChuiM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/MhaskarNP13,
author = {Hrushikesh Narhar Mhaskar and
Valeriya Naumova and
Sergei V. Pereverzyev},
title = {Filtered Legendre expansion method for numerical differentiation at
the boundary point with application to blood glucose predictions},
journal = {Appl. Math. Comput.},
volume = {224},
pages = {835--847},
year = {2013},
url = {https://doi.org/10.1016/j.amc.2013.09.015},
doi = {10.1016/J.AMC.2013.09.015},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/amc/MhaskarNP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcphy/ChandrasekaranJM13,
author = {Shivkumar Chandrasekaran and
Karthik Jayaraman Jayaraman and
Hrushikesh Narhar Mhaskar},
title = {Minimum Sobolev norm interpolation with trigonometric polynomials
on the torus},
journal = {J. Comput. Phys.},
volume = {249},
pages = {96--112},
year = {2013},
url = {https://doi.org/10.1016/j.jcp.2013.03.041},
doi = {10.1016/J.JCP.2013.03.041},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcphy/ChandrasekaranJM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcam/RaghuramCMGM12,
author = {Karthik Jayaraman Raghuram and
Shivkumar Chandrasekaran and
Joseph Moffitt and
Ming Gu and
Hrushikesh Narhar Mhaskar},
title = {Higher order numerical discretizations for exterior and biharmonic
type PDEs},
journal = {J. Comput. Appl. Math.},
volume = {236},
number = {18},
pages = {4762--4774},
year = {2012},
url = {https://doi.org/10.1016/j.cam.2012.02.025},
doi = {10.1016/J.CAM.2012.02.025},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcam/RaghuramCMGM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/EhlerFM12,
author = {Martin Ehler and
Frank Filbir and
Hrushikesh Narhar Mhaskar},
title = {Locally Learning Biomedical Data Using Diffusion Frames},
journal = {J. Comput. Biol.},
volume = {19},
number = {11},
pages = {1251--1264},
year = {2012},
url = {https://doi.org/10.1089/cmb.2012.0187},
doi = {10.1089/CMB.2012.0187},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/EhlerFM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jc/FilbirM11,
author = {Frank Filbir and
Hrushikesh Narhar Mhaskar},
title = {Marcinkiewicz-Zygmund measures on manifolds},
journal = {J. Complex.},
volume = {27},
number = {6},
pages = {568--596},
year = {2011},
url = {https://doi.org/10.1016/j.jco.2011.03.002},
doi = {10.1016/J.JCO.2011.03.002},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jc/FilbirM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Mhaskar11,
author = {Hrushikesh N. Mhaskar},
title = {A generalized diffusion frame for parsimonious representation of functions
on data defined manifolds},
journal = {Neural Networks},
volume = {24},
number = {4},
pages = {345--359},
year = {2011},
url = {https://doi.org/10.1016/j.neunet.2010.12.007},
doi = {10.1016/J.NEUNET.2010.12.007},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Mhaskar11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/ChandrasekaranJGMM11,
author = {Shiv Chandrasekaran and
K. R. Jayaraman and
Ming Gu and
Hrushikesh Narhar Mhaskar and
J. Mofftt},
editor = {Mitsuhisa Sato and
Satoshi Matsuoka and
Peter M. A. Sloot and
G. Dick van Albada and
Jack J. Dongarra},
title = {Higher Order Numerical Discretization Methods with Sobolev Norm Minimization},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2011, Nanyang Technological University, Singapore, 1-3 June,
2011},
series = {Procedia Computer Science},
volume = {4},
pages = {206--215},
publisher = {Elsevier},
year = {2011},
url = {https://doi.org/10.1016/j.procs.2011.04.022},
doi = {10.1016/J.PROCS.2011.04.022},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/journals/procedia/ChandrasekaranJGMM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/moc/MhaskarNPW10,
author = {Hrushikesh Narhar Mhaskar and
Francis J. Narcowich and
J{\"{u}}rgen Prestin and
Joseph D. Ward},
title = {L\({}^{\mbox{p}}\) Bernstein estimates and approximation by spherical
basis functions},
journal = {Math. Comput.},
volume = {79},
number = {271},
pages = {1647--1679},
year = {2010},
url = {https://doi.org/10.1090/S0025-5718-09-02322-9},
doi = {10.1090/S0025-5718-09-02322-9},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/moc/MhaskarNPW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jat/ChuiM09,
author = {Charles K. Chui and
Hrushikesh Narhar Mhaskar},
title = {Preface part 1},
journal = {J. Approx. Theory},
volume = {158},
number = {1},
pages = {1--2},
year = {2009},
url = {https://doi.org/10.1016/j.jat.2009.02.009},
doi = {10.1016/J.JAT.2009.02.009},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jat/ChuiM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jat/ChuiM09a,
author = {Charles K. Chui and
Hrushikesh Narhar Mhaskar},
title = {Preface part 2},
journal = {J. Approx. Theory},
volume = {158},
number = {2},
pages = {143--144},
year = {2009},
url = {https://doi.org/10.1016/j.jat.2009.02.010},
doi = {10.1016/J.JAT.2009.02.010},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jat/ChuiM09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jat/ChuiM09b,
author = {Charles K. Chui and
Hrushikesh Narhar Mhaskar},
title = {Preface part 3},
journal = {J. Approx. Theory},
volume = {159},
number = {1},
pages = {1--2},
year = {2009},
url = {https://doi.org/10.1016/j.jat.2009.02.012},
doi = {10.1016/J.JAT.2009.02.012},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jat/ChuiM09b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jat/ChuiM09c,
author = {Charles K. Chui and
Hrushikesh Narhar Mhaskar},
title = {Preface part 4},
journal = {J. Approx. Theory},
volume = {159},
number = {2},
pages = {165--166},
year = {2009},
url = {https://doi.org/10.1016/j.jat.2009.07.001},
doi = {10.1016/J.JAT.2009.07.001},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jat/ChuiM09c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jat/FilbirMP09,
author = {Frank Filbir and
Hrushikesh Narhar Mhaskar and
J{\"{u}}rgen Prestin},
title = {On a filter for exponentially localized kernels based on Jacobi polynomials},
journal = {J. Approx. Theory},
volume = {160},
number = {1-2},
pages = {256--280},
year = {2009},
url = {https://doi.org/10.1016/j.jat.2009.01.004},
doi = {10.1016/J.JAT.2009.01.004},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jat/FilbirMP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0909-5000,
author = {Hrushikesh N. Mhaskar},
title = {Eignets for function approximation on manifolds},
journal = {CoRR},
volume = {abs/0909.5000},
year = {2009},
url = {http://arxiv.org/abs/0909.5000},
eprinttype = {arXiv},
eprint = {0909.5000},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-0909-5000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamnum/GiaM08,
author = {Quoc Thong Le Gia and
Hrushikesh N. Mhaskar},
title = {Localized Linear Polynomial Operators and Quadrature Formulas on the
Sphere},
journal = {{SIAM} J. Numer. Anal.},
volume = {47},
number = {1},
pages = {440--466},
year = {2008},
url = {https://doi.org/10.1137/060678555},
doi = {10.1137/060678555},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamnum/GiaM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0022971,
author = {Narendra Kumar Govil and
Hrushikesh Narhar Mhaskar and
Ram N. Mohapatra and
Zuhair Nashed and
J{\'{o}}zsef Szabados},
title = {Frontiers in Interpolation and Approximation},
series = {Pure and applied mathematics},
volume = {282},
publisher = {Chapman {\&} Hall},
year = {2007},
url = {http://www.crcpress.com/product/isbn/9781584886365},
isbn = {978-1-58488-636-5},
timestamp = {Thu, 11 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0022971.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jc/HesseMS07,
author = {Kerstin Hesse and
Hrushikesh N. Mhaskar and
Ian H. Sloan},
title = {Quadrature in Besov spaces on the Euclidean sphere},
journal = {J. Complex.},
volume = {23},
number = {4-6},
pages = {528--552},
year = {2007},
url = {https://doi.org/10.1016/j.jco.2006.10.004},
doi = {10.1016/J.JCO.2006.10.004},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jc/HesseMS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jc/Mhaskar06,
author = {Hrushikesh Narhar Mhaskar},
title = {Weighted quadrature formulas and approximation by zonal function networks
on the sphere},
journal = {J. Complex.},
volume = {22},
number = {3},
pages = {348--370},
year = {2006},
url = {https://doi.org/10.1016/j.jco.2005.10.003},
doi = {10.1016/J.JCO.2005.10.003},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jc/Mhaskar06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nm/GiaM06,
author = {Quoc Thong Le Gia and
Hrushikesh N. Mhaskar},
title = {Polynomial operators and local approximation of solutions of pseudo-differential
equations on the sphere},
journal = {Numerische Mathematik},
volume = {103},
number = {2},
pages = {299--322},
year = {2006},
url = {https://doi.org/10.1007/s00211-006-0676-z},
doi = {10.1007/S00211-006-0676-Z},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nm/GiaM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamnum/GaneshM06,
author = {Mahadevan Ganesh and
Hrushikesh N. Mhaskar},
title = {Matrix-free Interpolation on the Sphere},
journal = {{SIAM} J. Numer. Anal.},
volume = {44},
number = {3},
pages = {1314--1331},
year = {2006},
url = {https://doi.org/10.1137/050624005},
doi = {10.1137/050624005},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/siamnum/GaneshM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adcm/MhaskarNW04,
author = {Hrushikesh Narhar Mhaskar and
Francis J. Narcowich and
Joseph D. Ward},
title = {On the Representation of Band-Dominant Functions on the Sphere Using
Finitely Many Bits},
journal = {Adv. Comput. Math.},
volume = {21},
number = {1-2},
pages = {127--146},
year = {2004},
url = {https://doi.org/10.1023/B:ACOM.0000016434.97920.1f},
doi = {10.1023/B:ACOM.0000016434.97920.1F},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adcm/MhaskarNW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jat/Mhaskar04,
author = {Hrushikesh Narhar Mhaskar},
title = {A tribute to G{\'{e}}za Freud},
journal = {J. Approx. Theory},
volume = {126},
number = {1},
pages = {1--15},
year = {2004},
url = {https://doi.org/10.1016/S0021-9045(03)00088-1},
doi = {10.1016/S0021-9045(03)00088-1},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jat/Mhaskar04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jat/Mhaskar04a,
author = {Hrushikesh Narhar Mhaskar},
title = {Polynomial operators and local smoothness classes on the unit interval},
journal = {J. Approx. Theory},
volume = {131},
number = {2},
pages = {243--267},
year = {2004},
url = {https://doi.org/10.1016/j.jat.2004.10.002},
doi = {10.1016/J.JAT.2004.10.002},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jat/Mhaskar04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jc/Mhaskar04,
author = {Hrushikesh Narhar Mhaskar},
title = {On the tractability of multivariate integration and approximation
by neural networks},
journal = {J. Complex.},
volume = {20},
number = {4},
pages = {561--590},
year = {2004},
url = {https://doi.org/10.1016/j.jco.2003.11.004},
doi = {10.1016/J.JCO.2003.11.004},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jc/Mhaskar04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jc/Mhaskar04a,
author = {Hrushikesh Narhar Mhaskar},
title = {Local quadrature formulas on the sphere},
journal = {J. Complex.},
volume = {20},
number = {5},
pages = {753--772},
year = {2004},
url = {https://doi.org/10.1016/j.jco.2003.06.005},
doi = {10.1016/J.JCO.2003.06.005},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jc/Mhaskar04a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Mhaskar04,
author = {Hrushikesh Narhar Mhaskar},
title = {When is approximation by Gaussian networks necessarily a linear process?},
journal = {Neural Networks},
volume = {17},
number = {7},
pages = {989--1001},
year = {2004},
url = {https://doi.org/10.1016/j.neunet.2004.04.001},
doi = {10.1016/J.NEUNET.2004.04.001},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/Mhaskar04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/MhaskarNW03,
author = {Hrushikesh Narhar Mhaskar and
Francis J. Narcowich and
Joseph D. Ward},
title = {Zonal function network frames on the sphere},
journal = {Neural Networks},
volume = {16},
number = {2},
pages = {183--203},
year = {2003},
url = {https://doi.org/10.1016/S0893-6080(02)00216-2},
doi = {10.1016/S0893-6080(02)00216-2},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/MhaskarNW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jc/Mhaskar02,
author = {Hrushikesh Narhar Mhaskar},
title = {On the Representation of Band Limited Functions Using Finitely Many
Bits},
journal = {J. Complex.},
volume = {18},
number = {2},
pages = {449--478},
year = {2002},
url = {https://doi.org/10.1006/jcom.2001.0637},
doi = {10.1006/JCOM.2001.0637},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jc/Mhaskar02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/moc/MhaskarNW02,
author = {Hrushikesh Narhar Mhaskar and
Francis J. Narcowich and
Joseph D. Ward},
title = {Corrigendum to "Spherical Marcinkiewicz-Zygmund inequalities
and positive quadrature''},
journal = {Math. Comput.},
volume = {71},
number = {237},
pages = {453--454},
year = {2002},
url = {https://doi.org/10.1090/S0025-5718-01-01437-5},
doi = {10.1090/S0025-5718-01-01437-5},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/moc/MhaskarNW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/moc/MhaskarNW01,
author = {Hrushikesh Narhar Mhaskar and
Francis J. Narcowich and
Joseph D. Ward},
title = {Spherical Marcinkiewicz-Zygmund inequalities and positive quadrature},
journal = {Math. Comput.},
volume = {70},
number = {235},
pages = {1113--1130},
year = {2001},
url = {https://doi.org/10.1090/S0025-5718-00-01240-0},
doi = {10.1090/S0025-5718-00-01240-0},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/moc/MhaskarNW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adcm/MhaskarP00,
author = {Hrushikesh Narhar Mhaskar and
J{\"{u}}rgen Prestin},
title = {On the detection of singularities of a periodic function},
journal = {Adv. Comput. Math.},
volume = {12},
number = {2-3},
pages = {95--131},
year = {2000},
url = {https://doi.org/10.1023/A:1018921319865},
doi = {10.1023/A:1018921319865},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adcm/MhaskarP00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adcm/MhaskarNPW00,
author = {Hrushikesh Narhar Mhaskar and
Francis J. Narcowich and
J{\"{u}}rgen Prestin and
Joseph D. Ward},
title = {Polynomial frames on the sphere},
journal = {Adv. Comput. Math.},
volume = {13},
number = {4},
pages = {387--403},
year = {2000},
url = {https://doi.org/10.1023/A:1016639802349},
doi = {10.1023/A:1016639802349},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adcm/MhaskarNPW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adcm/MhaskarNW99,
author = {Hrushikesh Narhar Mhaskar and
Francis J. Narcowich and
Joseph D. Ward},
title = {Approximation properties of zonal function networks using scattered
data on the sphere},
journal = {Adv. Comput. Math.},
volume = {11},
number = {2-3},
pages = {121--137},
year = {1999},
url = {https://doi.org/10.1023/A:1018967708053},
doi = {10.1023/A:1018967708053},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adcm/MhaskarNW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/MhaskarH97,
author = {Hrushikesh Narhar Mhaskar and
Nahmwoo Hahm},
title = {Neural Networks for Functional Approximation and System Identification},
journal = {Neural Comput.},
volume = {9},
number = {1},
pages = {143--159},
year = {1997},
url = {https://doi.org/10.1162/neco.1997.9.1.143},
doi = {10.1162/NECO.1997.9.1.143},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/MhaskarH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0022972,
author = {Hrushikesh Narhar Mhaskar},
title = {Introduction to the theory of weighted polynomial approximation},
series = {Series in approximations and decompositions},
volume = {7},
publisher = {World Scientific},
year = {1996},
isbn = {978-981-02-1312-1},
timestamp = {Fri, 19 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/daglib/0022972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adcm/ChuiLM96,
author = {Charles K. Chui and
Xin Li and
Hrushikesh Narhar Mhaskar},
title = {Limitations of the approximation capabilities of neural networks with
one hidden layer},
journal = {Adv. Comput. Math.},
volume = {5},
number = {1},
pages = {233--243},
year = {1996},
url = {https://doi.org/10.1007/BF02124745},
doi = {10.1007/BF02124745},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adcm/ChuiLM96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Mhaskar96,
author = {Hrushikesh N. Mhaskar},
title = {Neural Networks for Optimal Approximation of Smooth and Analytic Functions},
journal = {Neural Comput.},
volume = {8},
number = {1},
pages = {164--177},
year = {1996},
url = {https://doi.org/10.1162/neco.1996.8.1.164},
doi = {10.1162/NECO.1996.8.1.164},
timestamp = {Fri, 03 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/Mhaskar96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/Mhaskar96,
author = {Hrushikesh Narhar Mhaskar},
title = {Neural networks and approximation theory},
journal = {Neural Networks},
volume = {9},
number = {4},
pages = {721--722},
year = {1996},
url = {https://doi.org/10.1016/0893-6080(95)00125-5},
doi = {10.1016/0893-6080(95)00125-5},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/Mhaskar96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ibmrd/MhaskarM94,
author = {Hrushikesh Narhar Mhaskar and
Charles A. Micchelli},
title = {Dimension-independent bounds on the degree of approximation by neural
networks},
journal = {{IBM} J. Res. Dev.},
volume = {38},
number = {3},
pages = {277--284},
year = {1994},
url = {https://doi.org/10.1147/rd.383.0277},
doi = {10.1147/RD.383.0277},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ibmrd/MhaskarM94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adcm/Mhaskar93,
author = {Hrushikesh Narhar Mhaskar},
title = {Approximation properties of a multilayered feedforward artificial
neural network},
journal = {Adv. Comput. Math.},
volume = {1},
number = {1},
pages = {61--80},
year = {1993},
url = {https://doi.org/10.1007/BF02070821},
doi = {10.1007/BF02070821},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adcm/Mhaskar93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MhaskarM93,
author = {Hrushikesh Narhar Mhaskar and
Charles A. Micchelli},
editor = {Jack D. Cowan and
Gerald Tesauro and
Joshua Alspector},
title = {How to Choose an Activation Function},
booktitle = {Advances in Neural Information Processing Systems 6, [7th {NIPS} Conference,
Denver, Colorado, USA, 1993]},
pages = {319--326},
publisher = {Morgan Kaufmann},
year = {1993},
url = {http://papers.nips.cc/paper/874-how-to-choose-an-activation-function},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/MhaskarM93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-03-22 19:31 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
