[Neurips 2022] "Deep Architecture Connectivity Matters for Its Convergence: A Fine-Grained Analysis" by Wuyang Chen*, Wei Huang*, Xinyu Gong, Boris Hanin, Zhangyang Wang
-
Updated
Oct 11, 2022 - 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
My assignments of the Natural Language Processing Specialization provided by DeepLearning.AI
A collection of papers & notes in deep learning and database.
Convolutions and more as einsum for PyTorch
Infinite-width neural networks from a practical point of view
Empirical analysis of the Laplace and neural tangent kernel reproducing kernel Hilbert space (RKHS)
Neural Tangent Kernel (NTK) module for the scikit-learn library
A Python implementation of the Neural Tangent Kernel (jacot et al, 2018)
"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
[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
Add a description, image, and links to the ntk topic page so that developers can more easily learn about it.
To associate your repository with the ntk topic, visit your repo's landing page and select "manage topics."