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Poster
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Thu 21:00
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Improved Analysis of Clipping Algorithms for Non-convex Optimization
Bohang Zhang · Jikai Jin · Cong Fang · Liwei Wang
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Poster
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Tue 9:00
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Woodbury Transformations for Deep Generative Flows
You Lu · Bert Huang
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Spotlight
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Thu 19:00
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A Study on Encodings for Neural Architecture Search
Colin White · Willie Neiswanger · Sam Nolen · Yash Savani
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Poster
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Thu 21:00
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A Study on Encodings for Neural Architecture Search
Colin White · Willie Neiswanger · Sam Nolen · Yash Savani
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Poster
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Thu 9:00
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Breaking Reversibility Accelerates Langevin Dynamics for Non-Convex Optimization
Xuefeng GAO · Mert Gurbuzbalaban · Lingjiong Zhu
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Poster
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Thu 21:00
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Generalization bound of globally optimal non-convex neural network training: Transportation map estimation by infinite dimensional Langevin dynamics
Taiji Suzuki
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Spotlight
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Thu 19:00
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Generalization bound of globally optimal non-convex neural network training: Transportation map estimation by infinite dimensional Langevin dynamics
Taiji Suzuki
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Poster
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Wed 9:00
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Second Order Optimality in Decentralized Non-Convex Optimization via Perturbed Gradient Tracking
Isidoros Tziotis · Constantine Caramanis · Aryan Mokhtari
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Poster
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Tue 21:00
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Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement
Benjamin Eysenbach · XINYANG GENG · Sergey Levine · Russ Salakhutdinov
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Poster
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Tue 9:00
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A Dictionary Approach to Domain-Invariant Learning in Deep Networks
Ze Wang · Xiuyuan Cheng · Guillermo Sapiro · Qiang Qiu
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Oral
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Tue 18:00
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Rewriting History with Inverse RL: Hindsight Inference for Policy Improvement
Benjamin Eysenbach · XINYANG GENG · Sergey Levine · Russ Salakhutdinov
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Poster
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Tue 21:00
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Marginal Utility for Planning in Continuous or Large Discrete Action Spaces
Zaheen Ahmad · Levi Lelis · Michael Bowling
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