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Now showing items 1-20 of 522
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A Comparison Between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Shanghai, 20-03-2016Communication dans un congrès avec actesfulltext -
A Decentralized and Robust Protocol for Private Averaging over Highly Distributed Data
NIPS 2016 workshop on Private Multi-Party Machine Learning, Barcelone, 09-12-2016Autre communication scientifique (congrès sans actes - poster - séminaire...) -
A decision-analytic framework for interpretable recommendation systems with multiple input data sources: a case study for a European e-tailer
Annals of Operations Research, Springer Verlag, 08-2022, 315; 2, 671-694Compte-rendu et recension critique d'ouvrage -
A Distributed Frank-Wolfe Framework for Learning Low-Rank Matrices with the Trace Norm
Machine Learning, Springer Verlag, 2018Compte-rendu et recension critique d'ouvragefulltext -
A Distributed Frank-Wolfe Framework for Learning Low-Rank Matrices with the Trace Norm
2017, Inria LilleRapport de recherchefulltext -
A Generalized Kernel Approach to Structured Output Learning
International Conference on Machine Learning (ICML), Atlanta, 06-2013, 2013Communication dans un congrès avec actesfulltext -
A Kernel-Based Approach to Non-Stationary Reinforcement Learning in Metric Spaces
AISTATS, virtual, 04-2021, Proceedings of Machine Learning Research (PMLR)Communication dans un congrès avec actesfulltext -
A kernel-based approach to non-stationary reinforcement learning in metric spaces
International Conference on Artificial Intelligence and Statistics, San Diego / Virtual, 13-04-2021Communication dans un congrès avec actesfulltext -
A machine learning based framework to identify and classify long terminal repeat retrotransposons
PLoS Computational Biology, Public Library of Science, 23-04-2018, 14; 4, 1-21Compte-rendu et recension critique d'ouvragefulltext -
A method to translate privacy requirements into a configuration for privacy-preserving machine learning applied to multi-centric studies
French health data hub's AI4Health Winter School, virtual, 04-01-2021Autre communication scientifique (congrès sans actes - poster - séminaire...)fulltext -
A Multi-Armed Bandit Model Selection for Cold-Start User Recommendation
25th ACM Conference on User Modelling, Adaptation and Personalization (UMAP), Bratislava, 09-07-2017, 01-07-2017Communication dans un congrès avec actesfulltext -
A note on regularised NTK dynamics with an application to PAC-Bayesian training
20-12-2023Pré-publication ou Document de travailfulltext -
A PAC-Bayes bound for deterministic classifiers
Pré-publication ou Document de travailfulltext -
A PAC-Bayesian Perspective on Structured Prediction with Implicit Loss Embeddings
Pré-publication ou Document de travailfulltext -
A Practical Algorithm for Multiplayer Bandits when Arm Means Vary Among Players
AISTATS 2020 - 23rd International Conference on Artificial Intelligence and Statistics, Palermo, 26-08-2020, 26-08-2020Communication dans un congrès avec actesfulltext -
A Primer on PAC-Bayesian Learning
Pré-publication ou Document de travailfulltext -
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images
Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), Brussels, 2018Communication dans un congrès avec actesfulltext -
A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization
Proceedings of the 35 th International Conference on Machine Learning, Stochkolm, 10-07-2018, 01-07-2018Autre communication scientifique (congrès sans actes - poster - séminaire...)fulltext -
A Probabilistic Theory of Supervised Similarity Learning: Pairwise Bipartite Ranking and Pointwise ROC Curve Optimization
ICML 2018 - Thirty-fifth International Conference on Machine Learning, Stockholm, 10-07-2018, ICML, 03-2018Communication dans un congrès avec actes -
A Provably Efficient Sample Collection Strategy for Reinforcement Learning
Neural Information Processing Systems (NeurIPS), Virtual/Sydney, 06-12-2021Communication dans un congrès avec actesfulltext