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Pb Contrastive ⭐ 12

#UAI2020 Codes for PAC-Bayesian Contrastive Unsupervised Representation Learning

Majorityvotebounds ⭐ 11

A framework for majority vote classifiers allowing for computation of PAC Bayesian risk bounds.

Domain_adaptation_of_linear_classifiers ⭐ 8

Learning algorithm described in "A New PAC-Bayesian Perspective on Domain Adaptation" (see http://arxiv.org/abs/1506.04573)

Pac Bayesian Theory Meets Bayesian Inference ⭐ 6

Code to related to my NIPS 2016 paper

PAC-Bayesian Domain Adaptation (aka PBDA) -- machine learning algorithm

Implementation of the PAC Bayesian GP learning method.

Pac Bayes Ile Structured Prediction ⭐ 5

Repository associated to our pre-print...

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1-7 of 7 search results

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