Machine learning and algorithmic fairness in public and population health V Mhasawade, Y Zhao, R Chunara Nature Machine Intelligence 3 (8), 659-666, 2021 | 149 | 2021 |
Fairness violations and mitigation under covariate shift H Singh, R Singh, V Mhasawade, R Chunara Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021 | 104* | 2021 |
Generalizability challenges of mortality risk prediction models: A retrospective analysis on a multi-center database H Singh, V Mhasawade, R Chunara PLOS Digital Health 1 (4), e0000023, 2022 | 38 | 2022 |
Causal multi-level fairness V Mhasawade, R Chunara Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 784-794, 2021 | 25 | 2021 |
Population-aware hierarchical bayesian domain adaptation via multi-component invariant learning V Mhasawade, NA Rehman, R Chunara Proceedings of the ACM Conference on Health, Inference, and Learning, 182-192, 2020 | 11 | 2020 |
Role of the built and online social environments on expression of dining on instagram V Mhasawade, A Elghafari, DT Duncan, R Chunara International journal of environmental research and public health 17 (3), 735, 2020 | 10 | 2020 |
Understanding subgroup performance differences of fair predictors using causal models SR Pfohl, N Harris, C Nagpal, D Madras, V Mhasawade, OE Salaudeen, ... NeurIPS 2023 Workshop on Distribution Shifts: New Frontiers with Foundation …, 2023 | 3 | 2023 |
Neural Networks and Quantifier Conservativity: Does Data Distribution Affect Learnability? V Mhasawade, IE Szabó, M Tosik, SF Wang arXiv preprint arXiv:1809.05733, 2018 | 1 | 2018 |
Understanding Disparities in Post Hoc Machine Learning Explanation V Mhasawade, S Rahman, Z Haskell-Craig, R Chunara The 2024 ACM Conference on Fairness, Accountability, and Transparency, 2374-2388, 2024 | | 2024 |
A Causal Perspective on Label Bias V Mhasawade, A D'Amour, SR Pfohl The 2024 ACM Conference on Fairness, Accountability, and Transparency, 1282-1294, 2024 | | 2024 |
Disparate Effect Of Missing Mediators On Transportability of Causal Effects V Mhasawade, R Chunara arXiv preprint arXiv:2403.08638, 2024 | | 2024 |
Impact on Public Health Decision Making by Utilizing Big Data Without Domain Knowledge M Zhang, S Rahman, V Mhasawade, R Chunara arXiv preprint arXiv:2402.06059, 2024 | | 2024 |
Machine Learning for Health (ML4H) 2023 S Hegselmann, A Parziale, D Shanmugam, S Tang, K Severson, ... Machine Learning for Health (ML4H), 1-12, 2023 | | 2023 |
Advancing Health Equity with Machine Learning V Mhasawade Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 955-956, 2023 | | 2023 |
Phase-wise Impact Analysis of the Indian National Lockdown against COVID-19 Outcomes V Mhasawade, S Zadey, A Nair medRxiv, 2022.10. 27.22281585, 2022 | | 2022 |