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Statistical Learning with a Nuisance Component (Extended Abstract)., and . IJCAI, page 4726-4729. ijcai.org, (2020)Sister Conferences Best Papers.Open Problem: Model Selection for Contextual Bandits., , and . COLT, volume 125 of Proceedings of Machine Learning Research, page 3842-3846. PMLR, (2020)Online Learning: Sufficient Statistics and the Burkholder Method., , and . COLT, volume 75 of Proceedings of Machine Learning Research, page 3028-3064. PMLR, (2018)Lower bounds for non-convex stochastic optimization., , , , , and . Math. Program., 199 (1): 165-214 (May 2023)Improved Bounds on Minimax Regret under Logarithmic Loss via Self-Concordance., , and . CoRR, (2020)Lower Bounds for Non-Convex Stochastic Optimization., , , , , and . CoRR, (2019)Statistical Learning with a Nuisance Component., and . COLT, volume 99 of Proceedings of Machine Learning Research, page 1346-1348. PMLR, (2019)Hypothesis Set Stability and Generalization., , , , , and . NeurIPS, page 6726-6736. (2019)Uniform Convergence of Gradients for Non-Convex Learning and Optimization., , and . NeurIPS, page 8759-8770. (2018)Logarithmic Regret for Adversarial Online Control., and . ICML, volume 119 of Proceedings of Machine Learning Research, page 3211-3221. PMLR, (2020)