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Projects in Awesome Lists tagged with pac-bayes

A curated list of projects in awesome lists tagged with pac-bayes .

https://github.com/nzw0301/pb-contrastive

#UAI2020 Codes for PAC-Bayesian Contrastive Unsupervised Representation Learning

contrastie-learning learning-theory pac-bayes pytorch representation-learning

Last synced: 23 Oct 2024

https://github.com/activatedgeek/tight-pac-bayes

Code for PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization, NeurIPS 2022

deep-learning machine-learning pac-bayes

Last synced: 14 Oct 2024

https://github.com/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

adversarial-robustness explanability flatness generalization interpretability loss-landscape lottery-ticket-hypothesis out-of-distribution-detection pac-bayes robustness uncertainty winning-tickets

Last synced: 16 Nov 2024