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29 Results
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Poster
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Thu 14:00 |
Benign Underfitting of Stochastic Gradient Descent Tomer Koren · Roi Livni · Yishay Mansour · Uri Sherman |
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Poster
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Tue 14:00 |
Automatic differentiation of nonsmooth iterative algorithms Jerome Bolte · Edouard Pauwels · Samuel Vaiter |
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Poster
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Thu 14:00 |
Optimal Gradient Sliding and its Application to Optimal Distributed Optimization Under Similarity Dmitry Kovalev · Aleksandr Beznosikov · Ekaterina Borodich · Alexander Gasnikov · Gesualdo Scutari |
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Poster
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High-dimensional limit theorems for SGD: Effective dynamics and critical scaling Gerard Ben Arous · Reza Gheissari · Aukosh Jagannath |
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Poster
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Thu 9:00 |
A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks Mingrui Liu · Zhenxun Zhuang · Yunwen Lei · Chunyang Liao |