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23 Results
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Poster
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Thu 9:00 |
Dataset Meta-Learning from Kernel Ridge-Regression Timothy Nguyen · Zhourong Chen · Jaehoon Lee |
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Oral
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Thu 0:30 |
Optimal Rates for Averaged Stochastic Gradient Descent under Neural Tangent Kernel Regime Atsushi Nitanda · Taiji Suzuki |
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Spotlight
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Wed 5:15 |
Benefit of deep learning with non-convex noisy gradient descent: Provable excess risk bound and superiority to kernel methods Taiji Suzuki · Akiyama Shunta |
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Oral
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Wed 3:15 |
Rethinking Attention with Performers Krzysztof Choromanski · Valerii Likhosherstov · David Dohan · Xingyou Song · Georgiana-Andreea Gane · Tamas Sarlos · Peter Hawkins · Jared Q Davis · Afroz Mohiuddin · Lukasz Kaiser · David Belanger · Lucy J Colwell · Adrian Weller |
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Poster
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Wed 1:00 |
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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Mon 9:00 |
Effective Distributed Learning with Random Features: Improved Bounds and Algorithms Yong Liu · Jiankun Liu · Shuqiang Wang |
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Poster
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Tue 1:00 |
A Trainable Optimal Transport Embedding for Feature Aggregation and its Relationship to Attention Grégoire Mialon · Dexiong Chen · Alexandre d'Aspremont · Julien Mairal |
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Poster
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Mon 17:00 |
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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Wed 17:00 |
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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Tue 9:00 |
Rethinking Attention with Performers Krzysztof Choromanski · Valerii Likhosherstov · David Dohan · Xingyou Song · Georgiana-Andreea Gane · Tamas Sarlos · Peter Hawkins · Jared Q Davis · Afroz Mohiuddin · Lukasz Kaiser · David Belanger · Lucy J Colwell · Adrian Weller |
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Poster
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Mon 17:00 |
Benefit of deep learning with non-convex noisy gradient descent: Provable excess risk bound and superiority to kernel methods Taiji Suzuki · Akiyama Shunta |
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Poster
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Wed 17:00 |
Deep Neural Tangent Kernel and Laplace Kernel Have the Same RKHS Lin Chen · Sheng Xu |