| Certifai: A common framework to provide explanations and analyse the fairness and robustness of black-box models S Sharma, J Henderson, J Ghosh Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 166-172, 2020 | 262* | 2020 |
| Granite: Diversified, sparse tensor factorization for electronic health record-based phenotyping J Henderson, JC Ho, AN Kho, JC Denny, BA Malin, J Sun, J Ghosh 2017 IEEE international conference on healthcare informatics (ICHI), 214-223, 2017 | 36 | 2017 |
| Phenotyping through semi-supervised tensor factorization (PSST) J Henderson, H He, BA Malin, JC Denny, AN Kho, J Ghosh, JC Ho AMIA Annual Symposium Proceedings 2018, 564, 2018 | 33 | 2018 |
| Federating recommendations using differentially private prototypes M Ribero, J Henderson, S Williamson, H Vikalo Pattern Recognition 129, 108746, 2022 | 32 | 2022 |
| Distributed tensor decomposition for large scale health analytics H He, J Henderson, JC Ho The World Wide Web Conference, 659-669, 2019 | 30 | 2019 |
| Gamma process Poisson factorization for joint modeling of network and documents A Acharya, D Teffer, J Henderson, M Tyler, M Zhou, J Ghosh Joint European Conference on Machine Learning and Knowledge Discovery in …, 2015 | 26 | 2015 |
| PheKnow–Cloud: A Tool for Evaluating High-Throughput Phenotype Candidates using Online Medical Literature J Henderson, R Bridges, JC Ho, BC Wallace, J Ghosh AMIA Summits on Translational Science Proceedings 2017, 149, 2017 | 21 | 2017 |
| Certifai: a toolkit for building trust in AI systems J Henderson, S Sharma, A Gee, V Alexiev, S Draper, C Marin, Y Hinojosa, ... Proceedings of the Twenty-Ninth International Conference on International …, 2021 | 9 | 2021 |
| Phenotype Instance Verification and Evaluation Tool (PIVET): a scaled phenotype evidence generation framework using web-based medical literature J Henderson, J Ke, JC Ho, J Ghosh, BC Wallace Journal of Medical Internet Research 20 (5), e9610, 2018 | 7 | 2018 |
| FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations S Sharma, AH Gee, J Henderson, J Ghosh arXiv preprint arXiv:2210.06578, 2022 | 3 | 2022 |
| Piveted-granite: Computational phenotypes through constrained tensor factorization J Henderson, BA Malin, JC Ho, J Ghosh arXiv preprint arXiv:1808.02602, 2018 | 3 | 2018 |
| gamAID: Greedy CP tensor decomposition for supervised EHR-based disease trajectory differentiation J Henderson, J Ho, J Ghosh 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 3 | 2017 |
| Automated verification of phenotypes using pubmed R Bridges, J Henderson, JC Ho, BC Wallace, J Ghosh Proceedings of the 7th ACM International Conference on Bioinformatics …, 2016 | 3 | 2016 |
| Understanding collections of related datasets using dependent MMD coresets SA Williamson, J Henderson Information 12 (10), 392, 2021 | 2 | 2021 |
| CP tensor decomposition with cannot-link intermode constraints J Henderson, BA Malin, JC Denny, AN Kho, J Sun, J Ghosh, JC Ho Proceedings of the 2019 SIAM International Conference on Data Mining, 711-719, 2019 | 2 | 2019 |
| Exploring issues in software systems used and developed by domain experts J Henderson, DE Perry 2013 5th International Workshop on Software Engineering for Computational …, 2013 | 2 | 2013 |
| FEAMOE: Fair, Explainable and Adaptive Mixture of Experts S Sharma, J Henderson, J Ghosh arXiv preprint arXiv:2210.04995, 2022 | 1 | 2022 |
| Evaluating Methods for Distinguishing Between Human-Readable Text and Garbled Text JL Henderson, DJ Frazee, NP Siegel, CE Martin, AY Liu The Twenty-Ninth International Flairs Conference, 2016 | 1 | 2016 |
