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COLT
COLT Best Papers
Conference on Learning Theory
8 papers · 2021–2026
← COLT Conference Info
🏆
2026
(2)
Best Paper Award
Optimal Reconstruction from Linear Queries
Yuval Filmus, Shay Moran, Elizaveta Nesterova
Learning Theory
Linear Queries
Best Student Paper Award
Minimax Limits of k-Fold Cross-Validation via Majority
Ido Nachum, Rudiger Urbanke, Thomas Weinberger
Learning Theory
Cross-Validation
🏆
2025
(1)
Best Paper Award
What Makes Treatment Effects Identifiable? Characterizations and Estimators Beyond Unconfoundedness
Yang CaiAlkis KalavasisKaterina MamaliAnay MehrotraManolis Zampetakis
🏆
2024
(2)
Best Paper Award
Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension
Gautam ChandrasekaranAdam KlivansVasilis KontonisRaghu MekaKonstantinos Stavropoulos
Best Paper Award
The Price of Adaptivity in Stochastic Convex Optimization
Yair CarmonOliver Hinder
Optimization
🏆
2022
(1)
Best Paper Award
Efficient convex optimization requires superlinear memory
Annie MarsdenVatsal SharanAaron SidfordGregory Valiant
Optimization
🏆
2021
(2)
Best Paper Award
Non-stationary Reinforcement Learning without Prior Knowledge: An Optimal Black-box Approach
Chen-Yu WeiHaipeng Luo
Reinforcement Learning
Best Paper Award
The Min-Max Complexity of Distributed Stochastic Convex Optimization with Intermittent Communication
Blake E. WoodworthBrian BullinsOhad ShamirNathan Srebro
Optimization