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Poster
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Tue 14:00
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Doubly Robust Bayesian Inference for Non-Stationary Streaming Data with β-Divergences
Jeremias Knoblauch · Jack E Jewson · Theodoros Damoulas
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Poster
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Wed 7:45
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Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs
Han Shao · Xiaotian Yu · Irwin King · Michael R Lyu
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Poster
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Wed 7:45
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Contextual Pricing for Lipschitz Buyers
Jieming Mao · Renato Leme · Jon Schneider
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Poster
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Wed 14:00
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Faster Online Learning of Optimal Threshold for Consistent F-measure Optimization
Xiaoxuan Zhang · Mingrui Liu · Xun Zhou · Tianbao Yang
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Poster
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Thu 14:00
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Adaptive Learning with Unknown Information Flows
Yonatan Gur · Ahmadreza Momeni
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Poster
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Wed 7:45
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Learning from discriminative feature feedback
Sanjoy Dasgupta · Sivan Sabato · Nicholas Roberts · Akansha Dey
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Poster
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Thu 7:45
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Contextual bandits with surrogate losses: Margin bounds and efficient algorithms
Dylan Foster · Akshay Krishnamurthy
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Poster
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Thu 14:00
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Online Structured Laplace Approximations for Overcoming Catastrophic Forgetting
Hippolyt Ritter · Aleksandar Botev · David Barber
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Spotlight
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Thu 13:15
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Multiple-Step Greedy Policies in Approximate and Online Reinforcement Learning
Yonathan Efroni · Gal Dalal · Bruno Scherrer · Shie Mannor
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Poster
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Thu 14:00
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Community Exploration: From Offline Optimization to Online Learning
Xiaowei Chen · Weiran Huang · Wei Chen · John C. S. Lui
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Poster
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Wed 7:45
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Exploration in Structured Reinforcement Learning
Jungseul Ok · Alexandre Proutiere · Damianos Tranos
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Poster
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Thu 14:00
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How To Make the Gradients Small Stochastically: Even Faster Convex and Nonconvex SGD
Zeyuan Allen-Zhu
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