conftrace_

multi-distribution learning

7 papers

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Also known as

MDL

Co-occurring keywords

sample complexity (1169) vc dimension (108) pac learning (283) distributionally robust optimization (185) discrepancy minimization (8) worst-case loss (6) game dynamics (7) empirical process theory (4) no-regret dynamics (6) lexicographic min-max (1)

Papers

Distribution-Dependent Rates for Multi-Distribution Learning ALT 2026
Multi-distribution Learning: From Worst-Case Optimality to Lexicographic Min-Max Optimality ALT 2026
Optimal Multi-Distribution Learning COLT 2024
Derandomizing Multi-Distribution Learning NIPS 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 NIPS 2022