ntk
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[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
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Dec 30, 2021 - Python
"Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang
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Aug 20, 2023 - Python
Neural Tangent Kernel (NTK) module for the scikit-learn library
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May 13, 2024 - Python
Convolutions and more as einsum for PyTorch
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Jun 6, 2024 - Python
[Neurips 2022] "Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis" by Wuyang Chen*, Wei Huang*, Xinyu Gong, Boris Hanin, Zhangyang Wang
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Oct 11, 2022 - Python
Infinite-width neural networks from a practical point of view
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Feb 24, 2021 - Python
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