conftrace_

group distributionally robust optimization

11 papers

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Also known as

GROUP-DRO GROUP DRO GROUPDRO GDRO

Co-occurring keywords · papers mentioning both

distribution shift (3) empirical risk minimization (3) sample complexity (2) toxicity classification (1) soft-label weight (1) out-of-distribution risk (1) crowdsourced annotation (1) invariant learning (1) soft label (1) harmful fine-tuning (1)

Papers

Beyond Minimax Rates in Group Distributionally Robust Optimization via a Novel Notion of Sparsity ICML 2025 Distributionally Robust Multi-Agent Reinforcement Learning for Dynamic Chute Mapping ICML 2025 Sufficient Invariant Learning for Distribution Shift CVPR 2025 Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning ICML 2025 Communication-Efficient Federated Group Distributionally Robust Optimization NeurIPS 2024 Efficient Algorithms for Empirical Group Distributionally Robust Optimization and Beyond ICML 2024 Soft-Label Integration for Robust Toxicity Classification NeurIPS 2024 Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization ACL 2023 Stochastic Approximation Approaches to Group Distributionally Robust Optimization NeurIPS 2023 Focus on the Common Good: Group Distributional Robustness Follows ICLR 2022 Just Train Twice: Improving Group Robustness without Training Group Information ICML 2021