A Note on "Assessing Generalization of SGD via Disagreement"

A Note on "Assessing Generalization of SGD via Disagreement"

3 February 2022

Papers citing "A Note on "Assessing Generalization of SGD via Disagreement""

14 / 14 papers shown

Title
Toward a Holistic Evaluation of Robustness in CLIP Models Weijie Tu Weijian Deng Tom Gedeon VLM 34 5 0 02 Oct 2024
A Survey on Evaluation of Out-of-Distribution Generalization Han Yu Jiashuo Liu Xingxuan Zhang Jiayun Wu Peng Cui OOD 42 9 0 04 Mar 2024
Beyond Top-Class Agreement: Using Divergences to Forecast Performance under Distribution Shift Mona Schirmer Dan Zhang Eric T. Nalisnick 11 0 0 13 Dec 2023
It's an Alignment, Not a Trade-off: Revisiting Bias and Variance in Deep Models Lin Chen Michal Lukasik Wittawat Jitkrittum Chong You Sanjiv Kumar 29 2 0 13 Oct 2023
A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models Sebastian G. Gruber Florian Buettner UQCV UD 13 1 0 09 Oct 2023
Effective Proxy for Human Labeling: Ensemble Disagreement Scores in Large Language Models for Industrial NLP Wei Du Laksh Advani Yashmeet Gambhir Daniel J. Perry Prashant Shiralkar Zhengzheng Xing Aaron Colak ALM 30 1 0 11 Sep 2023
Distance Matters For Improving Performance Estimation Under Covariate Shift Mélanie Roschewitz Ben Glocker 11 1 0 14 Aug 2023
On the Joint Interaction of Models, Data, and Features Yiding Jiang Christina Baek J. Zico Kolter FedML 10 4 0 07 Jun 2023
Inconsistency, Instability, and Generalization Gap of Deep Neural Network Training Rie Johnson Tong Zhang 6 5 0 31 May 2023
Demystifying Disagreement-on-the-Line in High Dimensions Dong-Hwan Lee Behrad Moniri Xinmeng Huang Edgar Dobriban Hamed Hassani 8 8 0 31 Jan 2023
Task Discovery: Finding the Tasks that Neural Networks Generalize on Andrei Atanov Andrei Filatov Teresa Yeo Ajay Sohmshetty Amir Zamir OOD 23 10 0 01 Dec 2022
Bounding generalization error with input compression: An empirical study with infinite-width networks A. Galloway A. Golubeva Mahmoud Salem Mihai Nica Yani Andrew Ioannou Graham W. Taylor MLT AI4CE 11 4 0 19 Jul 2022
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 216 1,391 0 04 Dec 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016