Search All 2022 Events
 

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