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Poster
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Tue 9:00
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A Functional Perspective on Learning Symmetric Functions with Neural Networks
Aaron Zweig · Joan Bruna
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Spotlight
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Tue 6:25
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Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs
Tolga Ergen · Mert Pilanci
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Spotlight
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Thu 6:25
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Nondeterminism and Instability in Neural Network Optimization
Cecilia Summers · Michael J Dinneen
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Poster
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Thu 9:00
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Nondeterminism and Instability in Neural Network Optimization
Cecilia Summers · Michael J Dinneen
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Workshop
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Decentralized federated learning of deep neural networks on non-iid data
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Poster
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Tue 9:00
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Global Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex Programs
Tolga Ergen · Mert Pilanci
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Spotlight
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Tue 6:35
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A Functional Perspective on Learning Symmetric Functions with Neural Networks
Aaron Zweig · Joan Bruna
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Workshop
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On the Sparsity of Deep Neural Networks in the Overparameterized Regime: An Empirical Study
Rahul Parhi · Jack Wolf · Robert Nowak
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Poster
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Wed 9:00
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Revealing the Structure of Deep Neural Networks via Convex Duality
Tolga Ergen · Mert Pilanci
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Workshop
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Deep Contextual Learners for Protein Networks
Michelle Li
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Spotlight
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Wed 7:30
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Revealing the Structure of Deep Neural Networks via Convex Duality
Tolga Ergen · Mert Pilanci
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Workshop
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Deep neural networks identify sequence context features predictive of transcription factor binding
AN ZHENG
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