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long-term fairness

8 papers

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Co-occurring keywords · papers mentioning both

causal inference (4) fairness constraint (3) sequential decision (2) markov decision process (2) reinforcement learning (2) fair decision making (1) dynamic decision-making (1) unknown dynamics (1) long-term impact (1) markov decision problem (1)

Papers

A Causal Lens for Learning Long-term Fair Policies ICLR 2025 Long-Term Fair Decision Making through Deep Generative Models AAAI 2024 Equal Improvability: A New Fairness Notion Considering the Long-term Impact ICLR 2023 Long-Term Fairness with Unknown Dynamics NeurIPS 2023 Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors ICLR 2023 Achieving Long-Term Fairness in Sequential Decision Making AAAI 2022 Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems NeurIPS 2022 How do fair decisions fare in long-term qualification? NeurIPS 2020