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Poster
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Tue 15:30
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Meta-Learning Hypothesis Spaces for Sequential Decision-making
Parnian Kassraie · Jonas Rothfuss · Andreas Krause
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Poster
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Thu 15:00
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Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization
Samuel Hurault · Arthur Leclaire · Nicolas Papadakis
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Spotlight
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Thu 11:55
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Proximal Denoiser for Convergent Plug-and-Play Optimization with Nonconvex Regularization
Samuel Hurault · Arthur Leclaire · Nicolas Papadakis
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Poster
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Tue 15:30
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A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization
Songtao Lu
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Poster
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Thu 15:00
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The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks
Xin Yu · Thiago Serra · Srikumar Ramalingam · Shandian Zhe
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Poster
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Thu 15:00
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Communication-efficient Distributed Learning for Large Batch Optimization
Rui Liu · Barzan Mozafari
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Spotlight
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Tue 14:25
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A Single-Loop Gradient Descent and Perturbed Ascent Algorithm for Nonconvex Functional Constrained Optimization
Songtao Lu
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Poster
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Thu 15:00
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A Convergent and Dimension-Independent Min-Max Optimization Algorithm
Vijay Keswani · Oren Mangoubi · Sushant Sachdeva · Nisheeth K. Vishnoi
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Spotlight
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Tue 14:40
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Accurate Quantization of Measures via Interacting Particle-based Optimization
Lantian Xu · Anna Korba · Dejan Slepcev
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Oral
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Thu 11:15
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A Convergent and Dimension-Independent Min-Max Optimization Algorithm
Vijay Keswani · Oren Mangoubi · Sushant Sachdeva · Nisheeth K. Vishnoi
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Spotlight
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Tue 11:35
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Deep and Flexible Graph Neural Architecture Search
Wentao Zhang · Zheyu Lin · Yu Shen · Yang Li · Zhi Yang · Bin Cui
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Spotlight
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Wed 13:55
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Revisiting and Advancing Fast Adversarial Training Through The Lens of Bi-Level Optimization
Yihua Zhang · Guanhua Zhang · Prashant Khanduri · Mingyi Hong · Shiyu Chang · Sijia Liu
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