Slicing Mutual Information Generalization Bounds for Neural Networks

6 June 2024

Papers citing "Slicing Mutual Information Generalization Bounds for Neural Networks"

7 / 7 papers shown

Title
Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization Lin Zhu Yifeng Yang Zichao Nie Yuan Gao VLM 30 3 0 13 Apr 2025
Non-vacuous Generalization Bounds for Deep Neural Networks without any modification to the trained models Khoat Than Dat Phan BDL AAML VLM 60 0 0 10 Mar 2025
Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead Rickard Brüel-Gabrielsson Jiacheng Zhu Onkar Bhardwaj Leshem Choshen Kristjan Greenewald Mikhail Yurochkin Justin Solomon 40 5 0 17 Jun 2024
Information-theoretic generalization bounds for black-box learning algorithms Hrayr Harutyunyan Maxim Raginsky Greg Ver Steeg Aram Galstyan 35 41 0 04 Oct 2021
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 188 1,027 0 06 Mar 2020
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates Jeffrey Negrea Mahdi Haghifam Gintare Karolina Dziugaite Ashish Khisti Daniel M. Roy FedML 110 147 0 06 Nov 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 329 11,681 0 09 Mar 2017