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The adversarial stochastic shortest path problem with unknown transition probabilities

, , and . AISTATS, page 805--813. (April 2012)

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Shifting Regret, Mirror Descent, and Matrices, and . ICML, page 2943--2951. (2016)Following the Leader and Fast Rates in Linear Prediction: Curved Constraint Sets and Other Regularities (extended version), , , and . NIPS, page 4970--4978. (September 2016)LeapsAndBounds: A Method for Approximately Optimal Algorithm Configuration, , and . ICML, (July 2018)On Identifying Good Options under Combinatorially Structured Feedback in Finite Noisy Environments, , and . ICML, page 1283--1291. (2015)Online Learning under Delayed Feedback, , and . ICML, page 1453--1461. (June 2013)A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds, , and . ALT, 76, page 681--720. PMLR, (2017)CapsAndRuns: An Improved Method for Approximately Optimal Algorithm Configuration, , and . ICML, page 6707-6715. (May 2019)(Bandit) Convex Optimization with Biased Noisy Gradient Oracles, , , and . AISTATS, page 819--828. (2016)Online Learning with Costly Features and Labels, , , , and . NIPS, page 1241--1249. (December 2013)Continuous Time Associative Bandit Problems, , , and . IJCAI, page 830--835. (2007)