当前标签：theory

Cayley transform
馒头and花卷 2024-03-25 16:22 阅读:607 评论:0 推荐:0
A Theory of Usable Information Under Computational Constraints
馒头and花卷 2023-04-03 16:00 阅读:253 评论:0 推荐:0
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:316 评论:0 推荐:0
Learning Models with Uniform Performance via Distributionally Robust Optimization
馒头and花卷 2023-02-26 15:10 阅读:130 评论:0 推荐:0
Neural Ordinary Differential Equations
馒头and花卷 2022-11-30 20:26 阅读:378 评论:0 推荐:0
Markov Chain
馒头and花卷 2022-05-14 19:30 阅读:846 评论:0 推荐:0
Does Learning Require Memorization? A Short Tale about a Long Tail
馒头and花卷 2022-04-06 15:18 阅读:203 评论:0 推荐:0
Adversarially Robust Generalization Requires More Data
馒头and花卷 2020-06-02 20:46 阅读:348 评论:0 推荐:0
Adversarial Examples Are Not Bugs, They Are Features
馒头and花卷 2020-05-15 16:07 阅读:764 评论:17 推荐:1
A Primer on Domain Adaptation Theory and Applications
馒头and花卷 2020-05-04 19:29 阅读:421 评论:0 推荐:0
A Deep Neural Network’s Loss Surface Contains Every Low-dimensional Pattern
馒头and花卷 2020-02-25 22:14 阅读:281 评论:0 推荐:0
The Expressive Power of Neural Networks: A View from the Width
馒头and花卷 2020-02-24 13:51 阅读:463 评论:0 推荐:0
Optimization Landscape and Expressivity of DeepCNNs
馒头and花卷 2019-11-22 12:50 阅读:543 评论:0 推荐:0
On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization
馒头and花卷 2019-10-18 22:10 阅读:630 评论:0 推荐:0
Essentially No Barriers in Neural Network Energy Landscape
馒头and花卷 2019-09-14 21:24 阅读:418 评论:0 推荐:0