conftrace_

long-term impact

3 papers

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Co-occurring keywords · papers mentioning both

fairness criterion (2) markov decision problem (1) population qualification (1) long-term fairness (1) measurement error (1) opportunity allocation (1) sequential allocation (1) static classification (1) population dynamics (1) policy regret (1)

Papers

Addressing the Long-term Impact of ML Decisions via Policy Regret IJCAI 2021 How do fair decisions fare in long-term qualification? NeurIPS 2020 Delayed Impact of Fair Machine Learning ICML 2018