Model-agnostic Measure of Generalization Difficulty

Model-agnostic Measure of Generalization Difficulty

1 May 2023

Akhilan Boopathy

Jaedong Hwang

Asaad Mohammedsaleh

Ila Fiete

Papers citing "Model-agnostic Measure of Generalization Difficulty"

9 / 9 papers shown

Title
Towards Exact Computation of Inductive Bias Akhilan Boopathy William Yue Jaedong Hwang Abhiram Iyer Ila Fiete 36 0 0 22 Jun 2024
Neural Redshift: Random Networks are not Random Functions Damien Teney A. Nicolicioiu Valentin Hartmann Ehsan Abbasnejad 103 18 0 04 Mar 2024
GMValuator: Similarity-based Data Valuation for Generative Models Jiaxi Yang Wenglong Deng Benlin Liu Yangsibo Huang James Zou Xiaoxiao Li 35 0 0 21 Apr 2023
ResNet strikes back: An improved training procedure in timm Ross Wightman Hugo Touvron Hervé Jégou AI4TS 212 487 0 01 Oct 2021
The Intrinsic Dimension of Images and Its Impact on Learning Phillip E. Pope Chen Zhu Ahmed Abdelkader Micah Goldblum Tom Goldstein 197 260 0 18 Apr 2021
Learning Curve Theory Marcus Hutter 140 58 0 08 Feb 2021
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates Jeffrey Negrea Mahdi Haghifam Gintare Karolina Dziugaite Ashish Khisti Daniel M. Roy FedML 113 147 0 06 Nov 2019
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 308 2,890 0 15 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 306 36,371 0 25 Aug 2016