conftrace_

multi-distribution learning

8 papers

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Also known as

MDL

Co-occurring keywords · papers mentioning both

sample complexity (6) vc dimension (4) pac learning (4) distributionally robust optimization (2) discrepancy minimization (1) worst-case loss (1) population loss (1) game dynamics (1) empirical process theory (1) no-regret dynamics (1)

Papers

Distribution-Dependent Rates for Multi-Distribution Learning ALT 2026 Is Multi-Distribution Learning as Easy as PAC Learning: Sharp Rates with Bounded Label Noise COLT 2026 Multi-distribution Learning: From Worst-Case Optimality to Lexicographic Min-Max Optimality ALT 2026 Derandomizing Multi-Distribution Learning NeurIPS 2024 Optimal Multi-Distribution Learning COLT 2024 The sample complexity of multi-distribution learning COLT 2024 Open Problem: The Sample Complexity of Multi-Distribution Learning for VC Classes COLT 2023 On-Demand Sampling: Learning Optimally from Multiple Distributions NeurIPS 2022