trade-off

Bridging Fairness and Efficiency in Conformal Inference: A Surrogate-Assisted Group-Clustered Approach ICML 2025 Efficient Optimal PAC Learning ALT 2025 Improving Diversity in Language Models: When Temperature Fails, Change the Loss ICML 2025 Navigating the Social Welfare Frontier: Portfolios for Multi-objective Reinforcement Learning ICML 2025 Near-Optimal Consistency-Robustness Trade-Offs for Learning-Augmented Online Knapsack Problems ICML 2025 Pareto-Optimality, Smoothness, and Stochasticity in Learning-Augmented One-Max-Search ICML 2025 Position: Political Neutrality in AI Is Impossible — But Here Is How to Approximate It ICML 2025 Preference Controllable Reinforcement Learning with Advanced Multi-Objective Optimization ICML 2025 Selective Preference Aggregation ICML 2025 The Utility and Complexity of In- and Out-of-Distribution Machine Unlearning ICLR 2025 Trade-offs in Data Memorization via Strong Data Processing Inequalities COLT 2025 Diversified Batch Selection for Training Acceleration ICML 2024 Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning ICML 2024 Multi-Objective Learning for Deformable Image Registration MIDL 2024 Non-clairvoyant Scheduling with Partial Predictions ICML 2024 Optimizing Watermarks for Large Language Models ICML 2024 Switchable Decision: Dynamic Neural Generation Networks ICML 2024 The Fundamental Limits of Least-Privilege Learning ICML 2024 Two Fists, One Heart: Multi-Objective Optimization Based Strategy Fusion for Long-tailed Learning ICML 2024