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Publication search results
found 21 matches
- 2023
- Shubham Sharma, Jette Henderson, Joydeep Ghosh:
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts. IJCAI 2023: 492-500 - 2022
- Mónica Ribero, Jette Henderson, Sinead Williamson, Haris Vikalo:
Federating recommendations using differentially private prototypes. Pattern Recognit. 129: 108746 (2022) - Shubham Sharma, Jette Henderson, Joydeep Ghosh:
FEAMOE: Fair, Explainable and Adaptive Mixture of Experts. CoRR abs/2210.04995 (2022) - Shubham Sharma, Alan H. Gee, Jette Henderson, Joydeep Ghosh:
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations. CoRR abs/2210.06578 (2022) - 2021
- Sinead A. Williamson, Jette Henderson:
Understanding Collections of Related Datasets Using Dependent MMD Coresets. Inf. 12(10): 392 (2021) - 2020
- Shubham Sharma, Jette Henderson, Joydeep Ghosh:
CERTIFAI: A Common Framework to Provide Explanations and Analyse the Fairness and Robustness of Black-box Models. AIES 2020: 166-172 - Jette Henderson, Shubham Sharma, Alan H. Gee, Valeri Alexiev, Steve Draper, Carlos Marin, Yessel Hinojosa, Christine Draper, Michael Perng, Luis Aguirre, Michael Li, Sara Rouhani, Shorya Consul, Susan Michalski, Akarsh Prasad, Mayank Chutani, Aditya Kumar, Shahzad Alam, Prajna Kandarpa, Binnu Jesudasan, Colton Lee, Michael Criscolo, Sinead Williamson, Matt Sanchez, Joydeep Ghosh:
Certifai: A Toolkit for Building Trust in AI Systems. IJCAI 2020: 5249-5251 - Mónica Ribero, Jette Henderson, Sinead Williamson, Haris Vikalo:
Federating Recommendations Using Differentially Private Prototypes. CoRR abs/2003.00602 (2020) - 2019
- Jette Henderson, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Jimeng Sun, Joydeep Ghosh, Joyce C. Ho:
CP Tensor Decomposition with Cannot-Link Intermode Constraints. SDM 2019: 711-719 - Huan He, Jette Henderson, Joyce C. Ho:
Distributed Tensor Decomposition for Large Scale Health Analytics. WWW 2019: 659-669 - Shubham Sharma, Jette Henderson, Joydeep Ghosh:
CERTIFAI: Counterfactual Explanations for Robustness, Transparency, Interpretability, and Fairness of Artificial Intelligence models. CoRR abs/1905.07857 (2019) - 2018
- Jette Henderson, Huan He, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Joydeep Ghosh, Joyce C. Ho:
Phenotyping through Semi-Supervised Tensor Factorization (PSST). AMIA 2018 - Jette Henderson, Bradley A. Malin, Joyce C. Ho, Joydeep Ghosh:
PIVETed-Granite: Computational Phenotypes through Constrained Tensor Factorization. CoRR abs/1808.02602 (2018) - 2017
- Jette Henderson, Ryan Bridges, Joyce C. Ho, Byron C. Wallace, Joydeep Ghosh:
PheKnow-Cloud: A Tool for Evaluating High-Throughput Phenotype Candidates using Online Medical Literature. CRI 2017 - Jette Henderson, Joyce C. Ho, Joydeep Ghosh:
gamAID: Greedy CP tensor decomposition for supervised EHR-based disease trajectory differentiation. EMBC 2017: 3644-3647 - Jette Henderson, Joyce C. Ho, Abel N. Kho, Joshua C. Denny, Bradley A. Malin, Jimeng Sun, Joydeep Ghosh:
Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping. ICHI 2017: 214-223 - 2016
- Matias I. Hurtado, Jette Henderson, Joydeep Ghosh:
Evaluating Differences Between MIMIC II and III Critical Care Databases. AMIA 2016 - Ryan Bridges, Jette Henderson, Joyce C. Ho, Byron C. Wallace, Joydeep Ghosh:
Automated Verification of Phenotypes using PubMed. BCB 2016: 595-602 - Jette Henderson, Daniel Frazee, Nick Siegel, Cheryl Martin, Alexander Y. Liu:
Evaluating Methods for Distinguishing Between Human-Readable Text and Garbled Text. FLAIRS 2016: 276-281 - 2015
- Ayan Acharya, Dean Teffer, Jette Henderson, Marcus Tyler, Mingyuan Zhou, Joydeep Ghosh:
Gamma Process Poisson Factorization for Joint Modeling of Network and Documents. ECML/PKDD (1) 2015: 283-299 - 2013
- Jette Henderson, Dewayne E. Perry:
Exploring issues in software systems used and developed by domain experts. SE-CSE@ICSE 2013: 96-99
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