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5 Results
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Poster
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Wed 14:30 |
Off-Policy Evaluation and Learning from Logged Bandit Feedback: Error Reduction via Surrogate Policy Yuan Xie · Boyi Liu · Qiang Liu · Zhaoran Wang · Yuan Zhou · Jian Peng |
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Oral
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Mon 13:15 |
On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training Ping Li · Phan-Minh Nguyen |
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Poster
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Wed 9:00 |
On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training Ping Li · Phan-Minh Nguyen |
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Poster
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Wed 14:30 |
On the Convergence of A Class of Adam-Type Algorithms for Non-Convex Optimization Xiangyi Chen · Sijia Liu · Ruoyu Sun · Mingyi Hong |
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Poster
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Wed 14:30 |
A Convergence Analysis of Gradient Descent for Deep Linear Neural Networks Sanjeev Arora · Nadav Cohen · Noah Golowich · Wei Hu |