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Poster
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Wed 17:00
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Optimal Stochastic and Online Learning with Individual Iterates
Yunwen Lei · Peng Yang · Ke Tang · Ding-Xuan Zhou
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Poster
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Tue 17:30
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UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization
Ali Kavis · Kfir Y. Levy · Francis Bach · Volkan Cevher
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Poster
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Thu 17:00
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Private Learning Implies Online Learning: An Efficient Reduction
Alon Gonen · Elad Hazan · Shay Moran
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Poster
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Wed 17:00
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Online Prediction of Switching Graph Labelings with Cluster Specialists
Mark Herbster · James Robinson
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Poster
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Thu 17:00
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Online Stochastic Shortest Path with Bandit Feedback and Unknown Transition Function
Aviv Rosenberg · Yishay Mansour
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Poster
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Tue 10:45
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Logarithmic Regret for Online Control
Naman Agarwal · Elad Hazan · Karan Singh
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Poster
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Thu 17:00
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User-Specified Local Differential Privacy in Unconstrained Adaptive Online Learning
Dirk van der Hoeven
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Workshop
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Sat 17:00
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Continuous Online Learning and New Insights to Online Imitation Learning
Jonathan Lee · Ching-An Cheng · Ken Goldberg · Byron Boots
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Poster
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Thu 17:00
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Dying Experts: Efficient Algorithms with Optimal Regret Bounds
Hamid Shayestehmanesh · Sajjad Azami · Nishant Mehta
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Poster
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Tue 10:45
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Phase Transitions and Cyclic Phenomena in Bandits with Switching Constraints
David Simchi-Levi · Yunzong Xu
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Poster
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Thu 10:45
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Memory Efficient Adaptive Optimization
Rohan Anil · Vineet Gupta · Tomer Koren · Yoram Singer
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Poster
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Tue 10:45
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Efficient Pure Exploration in Adaptive Round Model
Tianyuan Jin · Jieming SHI · Xiaokui Xiao · Enhong Chen
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