Sanghamitra Dutta
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| title | conference | date |
|---|---|---|
| Algorithmic Fairness From The Lens Of Causality And Information Theory | Algorithmic Aspects of Causal Inference 2022 | 2022-03-18 |
Proposes a concrete measure of non-exempt disparity that separates bias explainable by chosen critical features from bias that is not, using causality plus… | ||
| Fair And Reliable Machine Learning For High-Stakes Applications:approaches Using Information Theory | Meet the Fellows Welcome Event | 2021-09-08 |
Proposes a principled measure of non‑exempt disparity that combines partial information decomposition with causal models, because conditional mutual… | ||
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