PAC-Bayesian Contrastive Unsupervised Representation Learning

PAC-Bayesian Contrastive Unsupervised Representation Learning

Introduction of PAC-Bayes and its Application for Contrastive Unsupervised Representation LearningПодробнее

Introduction of PAC-Bayes and its Application for Contrastive Unsupervised Representation Learning

Part 2: PAC bayesian learning for deep learningПодробнее

Part 2: PAC bayesian learning for deep learning

Part 1: generalization and PAC bayesian learningПодробнее

Part 1: generalization and PAC bayesian learning

PAC-Bayesian approaches to understanding generalization in deep learning - Gintare DziugaiteПодробнее

PAC-Bayesian approaches to understanding generalization in deep learning - Gintare Dziugaite

PAC-Bayesian Contrastive Unsupervised Representation LearningПодробнее

PAC-Bayesian Contrastive Unsupervised Representation Learning

The PAC-Bayes GuaranteeПодробнее

The PAC-Bayes Guarantee

UAI 2020 presentation; PAC-Bayesian Contrastive Unsupervised Representation LearningПодробнее

UAI 2020 presentation; PAC-Bayesian Contrastive Unsupervised Representation Learning

21 Jan 2021: Benjamin Guedj (UCL) - A primer on PAC-Bayesian learning, and some applicationsПодробнее

21 Jan 2021: Benjamin Guedj (UCL) - A primer on PAC-Bayesian learning, and some applications

A (condensed) primer on PAC-Bayesian Learning followed by News from the PAC-Bayes frontlineПодробнее

A (condensed) primer on PAC-Bayesian Learning followed by News from the PAC-Bayes frontline

PACOH: Bayes-Optimal Meta-Learning with PAC-GuaranteesПодробнее

PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees

NIPS 2016 spotlight - PAC Bayesian Theory Meets Bayesian InferenceПодробнее

NIPS 2016 spotlight - PAC Bayesian Theory Meets Bayesian Inference

PAC bayesПодробнее

PAC bayes

MLSS 2021 Taipei- An intro to Statistical Learning Theory and PAC-Bayes Analysis (John Shawe-Taylor)Подробнее

MLSS 2021 Taipei- An intro to Statistical Learning Theory and PAC-Bayes Analysis (John Shawe-Taylor)

François Laviolette - A Tutorial on PAC-Bayesian Theory (Talk)Подробнее

François Laviolette - A Tutorial on PAC-Bayesian Theory (Talk)

Unsupervised Representation LearningПодробнее

Unsupervised Representation Learning

A primer on PAC-Bayesian learning, and application to deep neural networksПодробнее

A primer on PAC-Bayesian learning, and application to deep neural networks

Contrastive learning in unsupervised learning with Prannay KhoslaПодробнее

Contrastive learning in unsupervised learning with Prannay Khosla

PAC Bayesian Learning and Domain AdaptationПодробнее

PAC Bayesian Learning and Domain Adaptation