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7 Results
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Poster
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Thu 9:00 |
Annihilation of Spurious Minima in Two-Layer ReLU Networks Yossi Arjevani · Michael Field |
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Poster
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Thu 14:00 |
On Margin Maximization in Linear and ReLU Networks Gal Vardi · Ohad Shamir · Nati Srebro |
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Poster
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Wed 14:00 |
Learning Distributions Generated by Single-Layer ReLU Networks in the Presence of Arbitrary Outliers Saikiran Bulusu · Geethu Joseph · M. Cenk Gursoy · Pramod Varshney |
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Poster
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Thu 9:00 |
A Combinatorial Perspective on the Optimization of Shallow ReLU Networks Michael S Matena · Colin Raffel |
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Poster
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Wed 9:00 |
Local Identifiability of Deep ReLU Neural Networks: the Theory Joachim Bona-Pellissier · François Malgouyres · Francois Bachoc |
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Poster
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Tue 14:00 |
On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias Itay Safran · Gal Vardi · Jason Lee |
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Poster
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Tue 9:00 |
Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs Etienne Boursier · Loucas PILLAUD-VIVIEN · Nicolas Flammarion |