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What Really Matters for Fairness in Machine Learning: Delayed Impact and Other Desiderata

What Really Matters for Fairness in Machine Learning: Delayed Impact and Other Desiderata

Practical Individual Fairness Algorithms

Practical Individual Fairness Algorithms

Research talk: Causal ML and fairness

Research talk: Causal ML and fairness

Practical Talk: Fairness in Machine Learning (Pedro Saleiro)

Practical Talk: Fairness in Machine Learning (Pedro Saleiro)

ICLR Paper: Training Individual Fair ML Models with Sensitive Substance Robustness

ICLR Paper: Training Individual Fair ML Models with Sensitive Substance Robustness

KDD 2023 - Path-Specific Counterfactual Fairness for Recommender Systems

KDD 2023 - Path-Specific Counterfactual Fairness for Recommender Systems

Algorithmic Challenges in Ensuring Fairness at the Time of Decision

Algorithmic Challenges in Ensuring Fairness at the Time of Decision

pooyan

pooyan

Is calibration a fairness requirement? An argument from the point of view of moral philosophy...

Is calibration a fairness requirement? An argument from the point of view of moral philosophy...

Fairness, part 1 - Moritz Hardt - MLSS 2020, Tübingen

Fairness, part 1 - Moritz Hardt - MLSS 2020, Tübingen

23. Fairness

23. Fairness

Multi-Distribution Learning, for Robustness, Fairness, and Collaboration

Multi-Distribution Learning, for Robustness, Fairness, and Collaboration