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Poster
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Tue 2:30
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Learning Strides in Convolutional Neural Networks
Rachid Riad · Olivier Teboul · David Grangier · Neil Zeghidour
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Poster
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Wed 2:30
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Neural Link Prediction with Walk Pooling
Liming Pan · Cheng Shi · Ivan Dokmanic
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Poster
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Tue 10:30
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Blaschke Product Neural Networks (BPNN): A Physics-Infused Neural Network for Phase Retrieval of Meromorphic Functions
Juncheng Dong · Simiao Ren · Yang Deng · Omar Khatib · Jordan Malof · Mohammadreza Soltani · Willie Padilla · VAHID TAROKH
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Poster
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Wed 10:30
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Implicit Bias of MSE Gradient Optimization in Underparameterized Neural Networks
Benjamin Bowman · Guido Montufar
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Poster
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Thu 2:30
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Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions
Nicholas Gao · Stephan Günnemann
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Poster
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Wed 10:30
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The Convex Geometry of Backpropagation: Neural Network Gradient Flows Converge to Extreme Points of the Dual Convex Program
Yifei Wang · Mert Pilanci
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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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