A Generalization Bound of Deep Neural Networks for Dependent Data

9 October 2023

Papers citing "A Generalization Bound of Deep Neural Networks for Dependent Data"

8 / 8 papers shown

Title
Generalization Bounds via Convex Analysis Gábor Lugosi Gergely Neu 70 29 0 10 Feb 2022
Searching for Minimal Optimal Neural Networks L. Ho Vu C. Dinh 42 5 0 27 Sep 2021
Consistent Feature Selection for Analytic Deep Neural Networks Vu C. Dinh L. Ho FAtt 394 37 0 16 Oct 2020
Size-Independent Sample Complexity of Neural Networks Noah Golowich Alexander Rakhlin Ohad Shamir 161 551 0 18 Dec 2017
Spectrally-normalized margin bounds for neural networks Peter L. Bartlett Dylan J. Foster Matus Telgarsky ODL 216 1,225 0 26 Jun 2017
Direct likelihood-based inference for discretely observed stochastic compartmental models of infectious disease L. Ho Forrest W. Crawford M. Suchard 55 22 0 24 Aug 2016
Learning From Non-iid Data: Fast Rates for the One-vs-All Multiclass Plug-in Classifiers Vu C. Dinh L. Ho Cuong V Nguyen D. M. Nguyen Binh T. Nguyen VLM 62 15 0 12 Aug 2014
Asymptotic theory with hierarchical autocorrelation: Ornstein-Uhlenbeck tree models L. Ho Cécile Ané 60 52 0 06 Jun 2013