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Nicholas Roberts
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2020 – today
- 2023
- [j2]Nicholas Roberts, Hamed Qahri-Saremi:
Tragedy, Truth, and Technology: The 3T Theory of Social Media-Driven Misinformation. J. Assoc. Inf. Syst. 24(5): 3 (2023) - [c8]Mayee F. Chen, Nicholas Roberts, Kush Bhatia, Jue Wang, Ce Zhang, Frederic Sala, Christopher Ré:
Skill-it! A data-driven skills framework for understanding and training language models. NeurIPS 2023 - [c7]Nicholas Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala:
Geometry-Aware Adaptation for Pretrained Models. NeurIPS 2023 - [c6]Yang Chen, Olufemi A. Omitaomu, Nicholas Roberts, Bandana Kar:
Multi-Agent Simulation Based Framework for Power Restoration Time Estimation at Distribution Level. WSC 2023: 2849-2859 - [i10]Nicholas Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala:
Geometry-Aware Adaptation for Pretrained Models. CoRR abs/2307.12226 (2023) - [i9]Mayee F. Chen, Nicholas Roberts, Kush Bhatia, Jue Wang, Ce Zhang, Frederic Sala, Christopher Ré:
Skill-it! A Data-Driven Skills Framework for Understanding and Training Language Models. CoRR abs/2307.14430 (2023) - 2022
- [c5]Nicholas Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala:
AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels. NeurIPS 2022 - [c4]Renbo Tu, Nicholas Roberts, Mikhail Khodak, Junhong Shen, Frederic Sala, Ameet Talwalkar:
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks. NeurIPS 2022 - [i8]Renbo Tu, Nicholas Roberts, Vishak Prasad, Sibasis Nayak, Paarth Jain, Frederic Sala, Ganesh Ramakrishnan, Ameet Talwalkar, Willie Neiswanger, Colin White:
AutoML for Climate Change: A Call to Action. CoRR abs/2210.03324 (2022) - [i7]Harit Vishwakarma, Nicholas Roberts, Frederic Sala:
Lifting Weak Supervision To Structured Prediction. CoRR abs/2211.13375 (2022) - 2021
- [j1]Nicholas Roberts, Hamed Qahri-Saremi, Leo R. Vijayasarathy:
Understanding IT Value at the Managerial Level: Managerial Ambidexterity, Seizing Opportunities, and the Moderating Role of Information Systems Use. Data Base 52(3): 39-55 (2021) - [c3]Nicholas Roberts, Samuel Guo, Cong Xu, Ameet Talwalkar, David Lander, Lvfang Tao, Linhang Cai, Shuaicheng Niu, Jianyu Heng, Hongyang Qin, Minwen Deng, Johannes Hog, Alexander Pfefferle, Sushil Ammanaghatta Shivakumar, Arjun Krishnakumar, Yubo Wang, Rhea Sukthanker, Frank Hutter, Euxhen Hasanaj, Tien-Dung Le, Mikhail Khodak, Yuriy Nevmyvaka, Kashif Rasul, Frederic Sala, Anderson Schneider, Junhong Shen, Evan R. Sparks:
AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale. NeurIPS (Competition and Demos) 2021: 151-170 - [c2]Nicholas Roberts, Mikhail Khodak, Tri Dao, Liam Li, Christopher Ré, Ameet Talwalkar:
Rethinking Neural Operations for Diverse Tasks. NeurIPS 2021: 15855-15869 - [i6]Nicholas Roberts, Mikhail Khodak, Tri Dao, Liam Li, Christopher Ré, Ameet Talwalkar:
Rethinking Neural Operations for Diverse Tasks. CoRR abs/2103.15798 (2021) - [i5]Renbo Tu, Mikhail Khodak, Nicholas Roberts, Ameet Talwalkar:
NAS-Bench-360: Benchmarking Diverse Tasks for Neural Architecture Search. CoRR abs/2110.05668 (2021) - 2020
- [i4]Nicholas Roberts, Davis Liang, Graham Neubig, Zachary C. Lipton:
Decoding and Diversity in Machine Translation. CoRR abs/2011.13477 (2020)
2010 – 2019
- 2019
- [i3]Dian Ang Yap, Nicholas Roberts, Vinay Uday Prabhu:
Grassmannian Packings in Neural Networks: Learning with Maximal Subspace Packings for Diversity and Anti-Sparsity. CoRR abs/1911.07418 (2019) - [i2]Nicholas Roberts, Dian Ang Yap, Vinay Uday Prabhu:
Deep Connectomics Networks: Neural Network Architectures Inspired by Neuronal Networks. CoRR abs/1912.08986 (2019) - [i1]Nicholas Roberts, Vinay Uday Prabhu, Matthew McAteer:
Model Weight Theft With Just Noise Inputs: The Curious Case of the Petulant Attacker. CoRR abs/1912.08987 (2019) - 2018
- [c1]Sanjoy Dasgupta, Akansha Dey, Nicholas Roberts, Sivan Sabato:
Learning from discriminative feature feedback. NeurIPS 2018: 3959-3967
Coauthor Index
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