Lechao Xiao

Dynamical Isometry and a Mean Field Theory of CNNs: How to Train\n 10,000-Layer Vanilla Convolutional Neural Networks

Lechao Xiao, Yasaman Bahri, Jascha Sohl‐Dickstein et al. · arXiv (Cornell University) · 2018 · 175 citations · Full text

Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes

Roman Novak, Lechao Xiao, Jaehoon Lee et al. · arXiv (Cornell University) · 2018 · 169 citations · Full text

Artificial Intelligence, Neural Scaling Law, Convolutional Neural Network +15

Neural Tangents: Fast and Easy Infinite Neural Networks in Python

Roman Novak, Lechao Xiao, Jiri Hron et al. · International Conference on Learning Representations · 2020 · 59 citations

Artificial Intelligence, Neural Tangents, Geometric Learning +13

Neural Tangents: Fast and Easy Infinite Neural Networks in Python

Roman Novak, Lechao Xiao, Jiri Hron et al. · arXiv (Cornell University) · 2019 · 57 citations · Full text

Artificial Intelligence, Neural Tangents, Interactive Colab Notebook +14

Bayesian Deep Convolutional Networks with Many Channels are Gaussian\n Processes

Roman Novak, Lechao Xiao, Jaehoon Lee et al. · arXiv (Cornell University) · 2018 · 48 citations · Full text