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Poster
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Wed 17:00
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Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective
Wuyang Chen · Xinyu Gong · Zhangyang Wang
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Poster
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Thu 17:00
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The Recurrent Neural Tangent Kernel
Sina Alemohammad · Jack Wang · Randall Balestriero · Richard Baraniuk
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Poster
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Wed 1:00
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Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels
Binxin Ru · Xingchen Wan · Xiaowen Dong · Michael Osborne
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Poster
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Tue 17:00
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Deep Equals Shallow for ReLU Networks in Kernel Regimes
Alberto Bietti · Francis Bach
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Oral
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Thu 0:30
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Optimal Rates for Averaged Stochastic Gradient Descent under Neural Tangent Kernel Regime
Atsushi Nitanda · Taiji Suzuki
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Poster
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Thu 1:00
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Optimal Rates for Averaged Stochastic Gradient Descent under Neural Tangent Kernel Regime
Atsushi Nitanda · Taiji Suzuki
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Poster
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Wed 17:00
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Deep Neural Tangent Kernel and Laplace Kernel Have the Same RKHS
Lin Chen · Sheng Xu
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Poster
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Thu 17:00
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How Much Over-parameterization Is Sufficient to Learn Deep ReLU Networks?
Zixiang Chen · Yuan Cao · Difan Zou · Quanquan Gu
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Poster
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Mon 17:00
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Meta-Learning with Neural Tangent Kernels
Yufan Zhou · Zhenyi Wang · Jiayi Xian · Changyou Chen · Jinhui Xu
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Poster
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Thu 9:00
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Dataset Meta-Learning from Kernel Ridge-Regression
Timothy Nguyen · Zhourong Chen · Jaehoon Lee
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