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Poster
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Wed 9:00
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OrganITE: Optimal transplant donor organ offering using an individual treatment effect
Jeroen Berrevoets · James Jordon · Ioana Bica · alexander gimson · Mihaela van der Schaar
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Poster
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Mon 21:00
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Model-based Reinforcement Learning for Semi-Markov Decision Processes with Neural ODEs
Jianzhun Du · Joseph Futoma · Finale Doshi-Velez
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Poster
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Thu 9:00
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Optimization and Generalization of Shallow Neural Networks with Quadratic Activation Functions
Stefano Sarao Mannelli · Eric Vanden-Eijnden · Lenka Zdeborová
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Spotlight
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Mon 19:50
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Provably Efficient Exploration for Reinforcement Learning Using Unsupervised Learning
Fei Feng · Ruosong Wang · Wotao Yin · Simon Du · Lin Yang
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Spotlight
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Tue 7:30
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Towards Minimax Optimal Reinforcement Learning in Factored Markov Decision Processes
Yi Tian · Jian Qian · Suvrit Sra
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Workshop
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Poster: Learning Markov State Abstractions for Deep Reinforcement Learning
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Poster
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Tue 21:00
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Locally Differentially Private (Contextual) Bandits Learning
Kai Zheng · Tianle Cai · Weiran Huang · Zhenguo Li · Liwei Wang
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Workshop
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Poster: Structure and randomness in planning and reinforcement learning
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Poster
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Mon 21:00
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Provably Efficient Exploration for Reinforcement Learning Using Unsupervised Learning
Fei Feng · Ruosong Wang · Wotao Yin · Simon Du · Lin Yang
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Poster
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Tue 9:00
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Towards Minimax Optimal Reinforcement Learning in Factored Markov Decision Processes
Yi Tian · Jian Qian · Suvrit Sra
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Workshop
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Session A, Poster 6: Structure And Randomness In Planning And Reinforcement Learning
Piotr Januszewski
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Poster
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Wed 21:00
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Entrywise convergence of iterative methods for eigenproblems
Vasileios Charisopoulos · Austin Benson · Anil Damle
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