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26 Results
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Poster
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Wed 14:00 |
The alignment property of SGD noise and how it helps select flat minima: A stability analysis Lei Wu · Mingze Wang · Weijie Su |
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Poster
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Thu 14:00 |
Transition to Linearity of General Neural Networks with Directed Acyclic Graph Architecture Libin Zhu · Chaoyue Liu · Misha Belkin |
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Workshop
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Foundations of Attention Mechanisms in Deep Neural Network Architectures Pierre Baldi · Roman Vershynin |
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Poster
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Tue 14:00 |
Submodular Maximization in Clean Linear Time Wenxin Li · Moran Feldman · Ehsan Kazemi · Amin Karbasi |
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Poster
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Thu 9:00 |
Blessing of Depth in Linear Regression: Deeper Models Have Flatter Landscape Around the True Solution Jianhao Ma · Salar Fattahi |
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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 9:00 |
TA-GATES: An Encoding Scheme for Neural Network Architectures Xuefei Ning · Zixuan Zhou · Junbo Zhao · Tianchen Zhao · Yiping Deng · Changcheng Tang · Shuang Liang · Huazhong Yang · Yu Wang |
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Poster
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Thu 9:00 |
Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks Mansheej Paul · Brett Larsen · Surya Ganguli · Jonathan Frankle · Gintare Karolina Dziugaite |
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Workshop
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On Convexity and Linear Mode Connectivity in Neural Networks David Yunis · Kumar Kshitij Patel · Pedro Savarese · Gal Vardi · Jonathan Frankle · Matthew Walter · Karen Livescu · Michael Maire |
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Workshop
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Fri 8:25 |
Foundations of Attention Mechanisms in Deep Neural Network Architectures Pierre Baldi · Roman Vershynin |
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Workshop
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Cache-memory gated graph neural networks Guixiang Ma · Vy Vo · Nesreen K. Ahmed · Theodore Willke |
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Poster
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Tue 9:00 |
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions Yongming Rao · Wenliang Zhao · Yansong Tang · Jie Zhou · Ser Nam Lim · Jiwen Lu |