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Poster
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Tue 9:00
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Decoupling Global and Local Representations via Invertible Generative Flows
Xuezhe Ma · Xiang Kong · Shanghang Zhang · Eduard H Hovy
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Poster
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Mon 9:00
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Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms
Arda Sahiner · Tolga Ergen · John M Pauly · Mert Pilanci
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Poster
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Thu 17:00
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Learning to Sample with Local and Global Contexts in Experience Replay Buffer
Youngmin Oh · Kimin Lee · Jinwoo Shin · Eunho Yang · Sung Ju Hwang
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Poster
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Mon 9:00
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On the Impossibility of Global Convergence in Multi-Loss Optimization
Alistair Letcher
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Poster
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Tue 9:00
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On the Theory of Implicit Deep Learning: Global Convergence with Implicit Layers
Kenji Kawaguchi
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Poster
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Tue 1:00
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Learning Accurate Entropy Model with Global Reference for Image Compression
Yichen Qian · Zhiyu Tan · Xiuyu Sun · Ming Lin · Dongyang Li · Zhenhong Sun · Li Hao · Rong Jin
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Poster
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Tue 9:00
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Single-Timescale Actor-Critic Provably Finds Globally Optimal Policy
Zuyue Fu · Zhuoran Yang · Zhaoran Wang
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Spotlight
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Mon 12:15
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On the Theory of Implicit Deep Learning: Global Convergence with Implicit Layers
Kenji Kawaguchi
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Oral
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Tue 19:55
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Global Convergence of Three-layer Neural Networks in the Mean Field Regime
Huy Tuan Pham · Phan-Minh Nguyen
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Poster
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Tue 9:00
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Global optimality of softmax policy gradient with single hidden layer neural networks in the mean-field regime
Andrea Agazzi · Jianfeng Lu
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Poster
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Thu 17:00
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Global Convergence of Three-layer Neural Networks in the Mean Field Regime
Huy Tuan Pham · Phan-Minh Nguyen
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Workshop
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Fri 9:25
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Optimizing for Human-centric AI in the Global South
Chinasa Okolo
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