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Université Laval
- Québec, Canada
- http://www.pascalgermain.info/
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cours2019-Intro_aux_reseaux_de_neurones
cours2019-Intro_aux_reseaux_de_neurones PublicMatériel rédigé pour un cours/td de 30h d'introduction aux réseaux de neurones à l'intention élèves de Master 2 en statistiques (automne 2019, Université de Lille, Département de Mathématiques).
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gletarte/pbrff
gletarte/pbrff PublicPseudo-Bayesian Learning with Kernel Fourier Transform as Prior
Jupyter Notebook 4
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GRAAL-Research/domain_adversarial_neural_network
GRAAL-Research/domain_adversarial_neural_network PublicDomain Adaptation Representation Learning Algorithm (as published in JMLR 2016)
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GRAAL-Research/domain_adaptation_of_linear_classifiers
GRAAL-Research/domain_adaptation_of_linear_classifiers PublicLearning algorithm described in "A New PAC-Bayesian Perspective on Domain Adaptation" (see http://arxiv.org/abs/1506.04573)
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GRAAL-Research/majority-vote-bounds
GRAAL-Research/majority-vote-bounds PublicPAC-Bayesian bounds computation related to "Risk Bounds for the Majority Vote [...]" (JMLR 2015)
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PAC-Bayesian-Theory-Meets-Bayesian-Inference
PAC-Bayesian-Theory-Meets-Bayesian-Inference PublicCode to related to my NIPS 2016 paper
8 contributions in the last year
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