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Spotlight
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Thu 11:30
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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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Tue 15:30
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Accurate Quantization of Measures via Interacting Particle-based Optimization
Lantian Xu · Anna Korba · Dejan Slepcev
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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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Minimizing Control for Credit Assignment with Strong Feedback
Alexander Meulemans · Matilde Tristany Farinha · Maria Cervera · João Sacramento · Benjamin F. Grewe
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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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Poster
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Tue 15:30
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Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging
Anastasios Angelopoulos · Amit Pal Kohli · Stephen Bates · Michael Jordan · Jitendra Malik · Thayer Alshaabi · Srigokul Upadhyayula · Yaniv Romano
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Poster
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Tue 15:30
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Neural Fisher Discriminant Analysis: Optimal Neural Network Embeddings in Polynomial Time
Burak Bartan · Mert Pilanci
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Spotlight
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Tue 14:20
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High Probability Guarantees for Nonconvex Stochastic Gradient Descent with Heavy Tails
Shaojie Li · Yong Liu
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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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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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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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