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Poster
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Wed 14:00
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How SGD Selects the Global Minima in Over-parameterized Learning: A Dynamical Stability Perspective
Lei Wu · Chao Ma · Weinan E
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Poster
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Thu 14:00
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Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity
Fariborz Salehi · Ehsan Abbasi · Babak Hassibi
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Poster
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Tue 7:45
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Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data
Yuanzhi Li · Yingyu Liang
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Poster
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Tue 7:45
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Structure-Aware Convolutional Neural Networks
Jianlong Chang · Jie Gu · Lingfeng Wang · GAOFENG MENG · SHIMING XIANG · Chunhong Pan
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Poster
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Thu 7:45
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Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses
Corinna Cortes · Vitaly Kuznetsov · Mehryar Mohri · Dmitry Storcheus · Scott Yang
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Poster
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Tue 14:00
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Generalisation of structural knowledge in the hippocampal-entorhinal system
James Whittington · Timothy Muller · Shirely Mark · Caswell Barry · Tim Behrens
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Poster
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Tue 14:00
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Latent Gaussian Activity Propagation: Using Smoothness and Structure to Separate and Localize Sounds in Large Noisy Environments
Daniel D. Johnson · Daniel Gorelik · Ross E Mawhorter · Kyle Suver · Weiqing Gu · Steven Xing · Cody Gabriel · Peter Sankhagowit
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