pac-bayes
There are 13 repositories under pac-bayes topic.
NVlabs/pac-bayes-conformal-prediction
PAC-Bayes generalization certificates for ICP
activatedgeek/tight-pac-bayes
Code for PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization, NeurIPS 2022
nzw0301/pb-contrastive
#UAI2020 Codes for PAC-Bayesian Contrastive Unsupervised Representation Learning
irom-lab/PAC-Imitation
Code for Generalization Guarantees for (Multi-Modal) Imitation Learning
VITA-Group/LTH-Pass
[TMLR] "Can You Win Everything with Lottery Ticket?" by Tianlong Chen, Zhenyu Zhang, Jun Wu, Randy Huang, Sijia Liu, Shiyu Chang, Zhangyang Wang
gletarte/dichotomize-and-generalize
PAC-Bayesian Binary Activated Deep Neural Networks
gletarte/pbrff
Pseudo-Bayesian Learning with Kernel Fourier Transform as Prior
irom-lab/PAC-BUS
Code for: "Generalization Bounds for Meta-Learning via PAC-Bayes and Uniform Stability"
bguedj/6pac
Repository and website for the joint research team '6PAC' ("Making Probably Approximately Correct Learning Active, Sequential, Structure-aware, Efficient, Ideal and Safe") between CWI and Inria
bguedj/icml2019
Repository and website for the ICML 2019 tutorial "A Primer on PAC-Bayesian Learning"
sanjaythakur/Unifying-VI-and-PAC-Bayes-for-Learning-that-Scales
Accompanying code for a paper
bguedj/nips2017
Repository and website for the NIPS 2017 workshop "(Almost) 50 shades of Bayesian Learning: PAC-Bayesian trends and insights"
konstantinos-p/something_for_almost_nothing
Code for the paper "Something for (almost) nothing: improving deep ensemble calibration using unlabeled data"