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Spotlight
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Tue 10:30
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Tighter Sparse Approximation Bounds for ReLU Neural Networks
Carles Domingo i Enrich · Youssef Mroueh
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Poster
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Thu 10:30
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Deep ReLU Networks Preserve Expected Length
Boris Hanin · Ryan Jeong · David Rolnick
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Spotlight
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Wed 2:30
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On the Optimal Memorization Power of ReLU Neural Networks
Gal Vardi · Gilad Yehudai · Ohad Shamir
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Poster
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Tue 10:30
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Tighter Sparse Approximation Bounds for ReLU Neural Networks
Carles Domingo i Enrich · Youssef Mroueh
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Poster
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Wed 2:30
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On the Optimal Memorization Power of ReLU Neural Networks
Gal Vardi · Gilad Yehudai · Ohad Shamir
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Poster
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Wed 10:30
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The Hidden Convex Optimization Landscape of Regularized Two-Layer ReLU Networks: an Exact Characterization of Optimal Solutions
Yifei Wang · Jonathan Lacotte · Mert Pilanci
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Oral
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Tue 1:45
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The Hidden Convex Optimization Landscape of Regularized Two-Layer ReLU Networks: an Exact Characterization of Optimal Solutions
Yifei Wang · Jonathan Lacotte · Mert Pilanci
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Poster
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Tue 10:30
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A global convergence theory for deep ReLU implicit networks via over-parameterization
Tianxiang Gao · Hailiang Liu · Jia Liu · Hridesh Rajan · Hongyang Gao
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Poster
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Mon 18:30
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Demystifying Batch Normalization in ReLU Networks: Equivalent Convex Optimization Models and Implicit Regularization
Tolga Ergen · Arda Sahiner · Batu Ozturkler · John M Pauly · Morteza Mardani · Mert Pilanci
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Poster
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Tue 10:30
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A NON-PARAMETRIC REGRESSION VIEWPOINT : GENERALIZATION OF OVERPARAMETRIZED DEEP RELU NETWORK UNDER NOISY OBSERVATIONS
Namjoon Suh · Hyunouk Ko · Xiaoming Huo
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