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Causal Multi-Level Fairness

Oct 14, 2020
Vishwali Mhasawade, Rumi Chunara


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Machine Learning in Population and Public Health

Jul 21, 2020
Vishwali Mhasawade, Yuan Zhao, Rumi Chunara


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Fair Predictors under Distribution Shift

Nov 02, 2019
Harvineet Singh, Rina Singh, Vishwali Mhasawade, Rumi Chunara

* 11 pages main and 3 pages supplementary, Workshop on Fair ML for Health at Conference on Neural Information Processing Systems (NeurIPS) 2019 

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Population-aware Hierarchical Bayesian Domain Adaptation via Multiple-component Invariant Learning

Sep 13, 2019
Vishwali Mhasawade, Nabeel Abdur Rehman, Rumi Chunara


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Population-aware Hierarchical Bayesian Domain Adaptation

Nov 21, 2018
Vishwali Mhasawade, Nabeel Abdur Rehman, Rumi Chunara

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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Neural Networks and Quantifier Conservativity: Does Data Distribution Affect Learnability?

Sep 15, 2018
Vishwali Mhasawade, Ildik贸 Emese Szab贸, Melanie Tosik, Sheng-Fu Wang


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