| AI Fairness 360: An extensible toolkit for detecting, understanding, and mitigating unwanted algorithmic bias RKE Bellamy, K Dey, M Hind, SC Hoffman, S Houde, K Kannan, P Lohia, ... IBM Journal of Research and Development, 2018 | 1635* | 2018 |
| Optimized pre-processing for discrimination prevention F Calmon, D Wei, B Vinzamuri, K Natesan Ramamurthy, KR Varshney Advances in neural information processing systems 30, 2017 | 1029 | 2017 |
| One explanation does not fit all: A toolkit and taxonomy of ai explainability techniques V Arya, RKE Bellamy, PY Chen, A Dhurandhar, M Hind, SC Hoffman, ... arXiv preprint arXiv:1909.03012, 2019 | 549* | 2019 |
| FactSheets: Increasing trust in AI services through supplier's declarations of conformity M Arnold, RKE Bellamy, M Hind, S Houde, S Mehta, A Mojsilović, R Nair, ... IBM Journal of Research and Development 63 (4/5), 6: 1-6: 13, 2019 | 490 | 2019 |
| Sparsity-driven synthetic aperture radar imaging: Reconstruction, autofocusing, moving targets, and compressed sensing M Çetin, I Stojanović, NÖ Önhon, K Varshney, S Samadi, WC Karl, ... IEEE Signal Processing Magazine 31 (4), 27-40, 2014 | 341 | 2014 |
| Method for market risk assessment for healthcare applications S Mahatma, A Mojsilovic, KN Ramamurthy, KR Varshney, D Wei, ... US Patent App. 14/699,482, 2016 | 319 | 2016 |
| Invariant risk minimization games K Ahuja, K Shanmugam, K Varshney, A Dhurandhar International Conference on Machine Learning, 145-155, 2020 | 280 | 2020 |
| On the safety of machine learning: Cyber-physical systems, decision sciences, and data products KR Varshney, H Alemzadeh Big data 5 (3), 246-255, 2017 | 269 | 2017 |
| Fairness GAN: Generating datasets with fairness properties using a generative adversarial network P Sattigeri, SC Hoffman, V Chenthamarakshan, KR Varshney IBM Journal of Research and Development 63 (4/5), 3: 1-3: 9, 2019 | 247* | 2019 |
| Human-centered explainable ai (xai): From algorithms to user experiences QV Liao, KR Varshney arXiv preprint arXiv:2110.10790, 2021 | 233 | 2021 |
| Socially responsible ai algorithms: Issues, purposes, and challenges L Cheng, KR Varshney, H Liu Journal of Artificial Intelligence Research 71, 1137-1181, 2021 | 214 | 2021 |
| Sparse representation in structured dictionaries with application to synthetic aperture radar KR Varshney, M Çetin, JW Fisher, AS Willsky IEEE Transactions on Signal Processing 56 (8), 3548-3561, 2008 | 214 | 2008 |
| Bias mitigation post-processing for individual and group fairness PK Lohia, KN Ramamurthy, M Bhide, D Saha, KR Varshney, R Puri Icassp 2019-2019 ieee international conference on acoustics, speech and …, 2019 | 212 | 2019 |
| The effect of extremist violence on hateful speech online A Olteanu, C Castillo, J Boy, K Varshney Proceedings of the international AAAI conference on web and social media 12 (1), 2018 | 210 | 2018 |
| Is there a trade-off between fairness and accuracy? a perspective using mismatched hypothesis testing S Dutta, D Wei, H Yueksel, PY Chen, S Liu, K Varshney International conference on machine learning, 2803-2813, 2020 | 180 | 2020 |
| Engineering safety in machine learning KR Varshney 2016 Information Theory and Applications Workshop (ITA), 1-5, 2016 | 170 | 2016 |
| TED: Teaching AI to explain its decisions M Hind, D Wei, M Campbell, NCF Codella, A Dhurandhar, A Mojsilović, ... Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 123-129, 2019 | 166 | 2019 |
| Teaching AI agents ethical values using reinforcement learning and policy orchestration R Noothigattu, D Bouneffouf, N Mattei, R Chandra, P Madan, ... IBM Journal of Research and Development 63 (4/5), 2: 1-2: 9, 2019 | 140* | 2019 |
| How data scientistswork together with domain experts in scientific collaborations: To find the right answer or to ask the right question? Y Mao, D Wang, M Muller, KR Varshney, I Baldini, C Dugan, A Mojsilović Proceedings of the ACM on Human-Computer Interaction 3 (GROUP), 1-23, 2019 | 139 | 2019 |
| Deciding fast and slow: The role of cognitive biases in ai-assisted decision-making C Rastogi, Y Zhang, D Wei, KR Varshney, A Dhurandhar, R Tomsett Proceedings of the ACM on Human-Computer Interaction 6 (CSCW1), 1-22, 2022 | 129 | 2022 |
Aleksandra MojsilovicGoogle ResearchE-mail confirmado em google.com
