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A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators ICML 2025 A Unified Framework for Generalization Error Analysis of Learning with Arbitrary Discrete Weak Features ICML 2025 Fast Estimation of Partial Dependence Functions using Trees ICML 2025 Generalization Performance of Ensemble Clustering: From Theory to Algorithm ICML 2025 Projection Pursuit Density Ratio Estimation ICML 2025 Strategyproof Learning with Advice ALT 2025 Unified Analysis of Continuous Weak Features Learning with Applications to Learning from Missing Data ICML 2025 Consistent Submodular Maximization ICML 2024 Minimizing f-Divergences by Interpolating Velocity Fields ICML 2024 Multiply-Robust Causal Change Attribution ICML 2024 Non-clairvoyant Scheduling with Partial Predictions ICML 2024 PairNet: Training with Observed Pairs to Estimate Individual Treatment Effect ICML 2024 The Perception-Robustness Tradeoff in Deterministic Image Restoration ICML 2024 More data means less inference: A pseudo-max approach to structured learning NeurIPS 2010