当前标签：theory

Cayley transform

馒头and花卷 2024-03-25 16:22 阅读:365 评论:0 推荐:0 编辑

A Theory of Usable Information Under Computational Constraints

馒头and花卷 2023-04-03 16:00 阅读:125 评论:0 推荐:0 编辑

When AUC meets DRO: Optimizing Partial AUC for Deep Learning with Non-Convex Convergence Guarantee

馒头and花卷 2023-02-26 19:49 阅读:229 评论:0 推荐:0 编辑

Learning Models with Uniform Performance via Distributionally Robust Optimization

馒头and花卷 2023-02-26 15:10 阅读:71 评论:0 推荐:0 编辑

Neural Ordinary Differential Equations

馒头and花卷 2022-11-30 20:26 阅读:255 评论:0 推荐:0 编辑

Markov Chain

馒头and花卷 2022-05-14 19:30 阅读:551 评论:0 推荐:0 编辑

Does Learning Require Memorization? A Short Tale about a Long Tail

馒头and花卷 2022-04-06 15:18 阅读:143 评论:0 推荐:0 编辑

Adversarially Robust Generalization Requires More Data

馒头and花卷 2020-06-02 20:46 阅读:312 评论:0 推荐:0 编辑

Adversarial Examples Are Not Bugs, They Are Features

馒头and花卷 2020-05-15 16:07 阅读:693 评论:17 推荐:1 编辑

A Primer on Domain Adaptation Theory and Applications

馒头and花卷 2020-05-04 19:29 阅读:329 评论:0 推荐:0 编辑

A Deep Neural Network’s Loss Surface Contains Every Low-dimensional Pattern

馒头and花卷 2020-02-25 22:14 阅读:248 评论:0 推荐:0 编辑

The Expressive Power of Neural Networks: A View from the Width

馒头and花卷 2020-02-24 13:51 阅读:392 评论:0 推荐:0 编辑

Optimization Landscape and Expressivity of DeepCNNs

馒头and花卷 2019-11-22 12:50 阅读:500 评论:0 推荐:0 编辑

On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization

馒头and花卷 2019-10-18 22:10 阅读:588 评论:0 推荐:0 编辑

Essentially No Barriers in Neural Network Energy Landscape

馒头and花卷 2019-09-14 21:24 阅读:361 评论:0 推荐:0 编辑