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Poster
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Tue 9:00
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Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles
Dylan Foster · Alexander Rakhlin
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Poster
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Wed 8:00
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Fine-Grained Analysis of Stability and Generalization for Stochastic Gradient Descent
Yunwen Lei · Yiming Ying
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Affinity Workshop
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Mon 3:40
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Netflix: Slate Bandit Learning & Evaluation
Maria Dimakopoulou
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Poster
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Thu 14:00
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Optimistic Policy Optimization with Bandit Feedback
Lior Shani · Yonathan Efroni · Aviv Rosenberg · Shie Mannor
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Poster
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Wed 9:00
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Optimal Sequential Maximization: One Interview is Enough!
Moein Falahatgar · Alon Orlitsky · Venkatadheeraj Pichapati
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Poster
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Tue 10:00
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Logarithmic Regret for Adversarial Online Control
Dylan Foster · Max Simchowitz
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Poster
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Thu 7:00
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Online Learning with Imperfect Hints
Aditya Bhaskara · Ashok Cutkosky · Ravi Kumar · Manish Purohit
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Poster
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Thu 7:00
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The Intrinsic Robustness of Stochastic Bandits to Strategic Manipulation
Zhe Feng · David Parkes · Haifeng Xu
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Poster
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Thu 6:00
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Improved Sleeping Bandits with Stochastic Action Sets and Adversarial Rewards
Aadirupa Saha · Pierre Gaillard · Michal Valko
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Poster
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Tue 13:00
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Adaptive Sampling for Estimating Probability Distributions
Shubhanshu Shekhar · Tara Javidi · Mohammad Ghavamzadeh
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Poster
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Thu 7:00
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When Demands Evolve Larger and Noisier: Learning and Earning in a Growing Environment
Feng Zhu · Zeyu Zheng
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Poster
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Thu 12:00
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Online Continual Learning from Imbalanced Data
Aristotelis Chrysakis · Marie-Francine Moens
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