https://openreview.net/forum?id=ED3WvUgu09&referrer=%5Bthe%20profile%20of%20Ben%20Adlam%5D(%2Fprofile%3Fid%3D~Ben_Adlam1)
Kernel Regression with Infinite-Width Neural Networks on Millions of Examples | OpenReview
We enable kernel regression with infinite-width neural networks at a larger scale than was previously possible to calculate scaling laws across many orders of...
kernel regressioninfinite widthneural networks
https://deepai.org/publication/training-integrable-parameterizations-of-deep-neural-networks-in-the-infinite-width-limit
Training Integrable Parameterizations of Deep Neural Networks in the Infinite-Width Limit | DeepAI
Oct 29, 2021 - 10/29/21 - To theoretically understand the behavior of trained deep neural networks, it is necessary to study the dynamics induced by gradien...
deep neural networks
https://deepai.org/publication/an-empirical-analysis-of-the-advantages-of-finite-v-s-infinite-width-bayesian-neural-networks
An Empirical Analysis of the Advantages of Finite- v.s. Infinite-Width Bayesian Neural Networks |...
Nov 16, 2022 - 11/16/22 - Comparing Bayesian neural networks (BNNs) with different widths is challenging because, as the width increases, multiple model pro...