Learning Trajectories are Generalization Indicators

25 April 2023

Papers citing "Learning Trajectories are Generalization Indicators"

6 / 6 papers shown

Title
A General Theory for Compositional Generalization Jingwen Fu Zhizheng Zhang Yan Lu Nanning Zheng AI4CE CoGe 24 2 0 20 May 2024
Generalization error bounds for iterative learning algorithms with bounded updates Jingwen Fu Nanning Zheng 27 1 0 10 Sep 2023
$Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$-Covers$ Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$ -Covers Sejun Park Umut Simsekli Murat A. Erdogdu 41 9 0 19 Sep 2022
Neural Network Weights Do Not Converge to Stationary Points: An Invariant Measure Perspective J. Zhang Haochuan Li S. Sra Ali Jadbabaie 66 9 0 12 Oct 2021
Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts Generalization Stanislaw Jastrzebski Devansh Arpit Oliver Åstrand Giancarlo Kerg Huan Wang Caiming Xiong R. Socher Kyunghyun Cho Krzysztof J. Geras AI4CE 177 64 0 28 Dec 2020
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates Jeffrey Negrea Mahdi Haghifam Gintare Karolina Dziugaite Ashish Khisti Daniel M. Roy FedML 105 146 0 06 Nov 2019