conftrace_

robust risk

4 papers

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Co-occurring keywords

partial identifiability (3) structural causal model (184) worst-case distribution shift (1) causal model (57) conditional value at risk (50) plug-in classifier (6) ambiguity set (18) weighted loss (15) label posterior (2) conditional distributionally robust optimization (1)

Papers

Achievable distributional robustness when the robust risk is only partially identified NIPS 2024
Learning from Noisy Labels via Conditional Distributionally Robust Optimization NIPS 2024
Improving Adversarial Robustness by Putting More Regularizations on Less Robust Samples ICML 2023
Class-Weighted Classification: Trade-offs and Robust Approaches ICML 2020