Beyond Worst-Case Online Classification: VC-Based Regret Bounds for Relaxed BenchmarksAnnual Conference Computational Learning Theory (COLT), 2025 |
Sequential Probability Assignment with Contexts: Minimax Regret,
Contextual Shtarkov Sums, and Contextual Normalized Maximum LikelihoodNeural Information Processing Systems (NeurIPS), 2024 |
Oracle-Efficient Hybrid Online Learning with Unknown DistributionAnnual Conference Computational Learning Theory (COLT), 2024 |
Smooth Nash Equilibria: Algorithms and ComplexityInformation Technology Convergence and Services (ITCS), 2023 |