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A Machine of Few Words Interactive Speaker Recognition with Reinforcement Learning

Mathieu Seurin , Florian Strub , Philippe Preux , Olivier Pietquin
Conference of the International Speech Communication Association (INTERSPEECH), Oct 2020, Shanghai, China. ⟨10.21437/Interspeech.2020-2892⟩
Conference papers hal-03123999v1
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Multiple Operator-valued Kernel Learning

Hachem Kadri , Alain Rakotomamonjy , Francis Bach , Philippe Preux
Neural Information Processing Systems (NIPS), Dec 2012, Lake Tahoe, United States
Conference papers hal-00677012v2
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Managing advertising campaigns -- an approximate planning approach

Sertan Girgin , Jérémie Mary , Philippe Preux , Olivier Nicol
Frontiers of Computer Science, 2012, 6 (2), pp.209-229. ⟨10.1007/s11704-012-2873-5⟩
Journal articles hal-00747722v1
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Soft Action Priors: Towards Robust Policy Transfer

Matheus Centa , Philippe Preux
AAAI 2023 - Thirty-Seventh AAAI Conference on Artificial Intelligence, Feb 2023, Washington DC, United States
Conference papers hal-03976459v1

Online Clustering of Processes

Azadeh Khaleghi , Daniil Ryabko , Jérémie Mary , Philippe Preux
AISTATS 2012, 2012, La Palma, Spain. pp.601-609
Conference papers hal-00765462v1

Light Source Storage and Interpolation for Global Illumination: a neural solution

Delepoulle Samuel , Renaud Christophe , Philippe Preux
Dimitri Plemenos, Georgios Miaoulis. Intelligent Computer Graphics, 240, Springer, pp.87-104, 2009, Studies in Computational Intelligence
Book sections hal-00826053v1
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Optimal Interpretability-Performance Trade-off of Classification Trees with Black-Box Reinforcement Learning

Hector Kohler , Riad Akrour , Philippe Preux
RR-9503, Inria Lille Nord Europe - Laboratoire CRIStAL - Université de Lille. 2023
Reports hal-04060986v1
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A generative model for sparse, evolving digraphs

Georgios Papoudakis , Philippe Preux , Martin Monperrus
6th International Conference on Complex Networks and their Applications, Nov 2017, Lyon, France. pp.531-542, ⟨10.1007/978-3-319-72150-7_43⟩
Conference papers hal-01617851v1
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Geometric Deep Reinforcement Learning for Dynamic DAG Scheduling

Nathan Grinsztajn , Olivier Beaumont , Emmanuel Jeannot , Philippe Preux
IEEE SSCI 2020 - Symposium Series on Computational Intelligence, Dec 2020, Canberra / Virtual, Australia
Conference papers hal-03028981v1
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Learning Value Functions in Deep Policy Gradients using Residual Variance

Yannis Flet-Berliac , Reda Ouhamma , Odalric-Ambrym Maillard , Philippe Preux
ICLR 2021 - International Conference on Learning Representations, May 2021, Vienna / Virtual, Austria
Conference papers hal-02964174v3
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A Unified View of TD Algorithms; Introducing Full-Gradient TD and Equi-Gradient Descent TD

Manuel Loth , Philippe Preux , Manuel Davy
European Symposium on Artificial Neural Networks, Apr 2007, Bruges, Belgium, Belgium
Conference papers inria-00116936v2
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Sequential Collaborative Ranking Using (No-)Click Implicit Feedback

Frédéric Guillou , Romaric Gaudel , Philippe Preux
The 23rd International Conference on Neural Information Processing (ICONIP'16), Oct 2016, Kyoto, Japan. pp.288 - 296, ⟨10.1007/978-3-319-46672-9_33⟩
Conference papers hal-01406338v1
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ECON: a Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approximation

Loth Manuel , Preux Philippe , Delepoulle Samuel , Renaud Christophe
International Conference on Machine Learning and Applications, Dec 2009, Miami, United States
Conference papers inria-00430578v1
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Preference-like Score to Cope with Cold-Start User in Recommender Systems

Crícia Z Felício , Klérisson V R Paixão , Celia a Z Barcelos , Philippe Preux
28th International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2016, San Jose, United States
Conference papers hal-01390762v1
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Entropy Regularized Reinforcement Learning with Cascading Networks

Riccardo Della Vecchia , Alena Shilova , Philippe Preux , Riad Akrour
[Research Report] 7003, Inria Lille Nord Europe - Laboratoire CRIStAL - Université de Lille. 2022, pp.16
Reports hal-03793130v1
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Bandits Warm-up Cold Recommender Systems

Jérémie Mary , Romaric Gaudel , Philippe Preux
[Research Report] RR-8563, INRIA Lille; INRIA. 2014, pp.18
Reports hal-01022628v1
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Apprentissage par renforcement rapide pour des grands ensembles d'actions en utilisant des codes correcteurs d'erreur

Gabriel Dulac-Arnold , Ludovic Denoyer , Philippe Preux , Patrick Gallinari
Journées Francophones sur la planification, la décision et l'apprentissage pour le contrôle des systèmes - JFPDA 2012, May 2012, Villers-lès-Nancy, France. 12 p
Conference papers hal-00736322v1
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An Experimental Protocol for Analyzing the Accuracy of Software Error Impact Analysis

Vincenzo Musco , Martin Monperrus , Philippe Preux
Tenth IEEE/ACM International Workshop on Automation of Software Test, May 2015, Florence, Italy. ⟨10.1109/AST.2015.20⟩
Conference papers hal-01120913v1
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Datum-wise classification. A sequential Approach to sparsity

Gabriel Dulac-Arnold , Ludovic Denoyer , Philippe Preux , Patrick Gallinari
ECML PKDD 2011 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2011, Athens, Greece. pp.375-390, ⟨10.1007/978-3-642-23780-5_34⟩
Conference papers hal-00772986v1
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Learning vocal tract variables with multi-task kernels

Hachem Kadri , Emmanuel Duflos , Philippe Preux
36th International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2011, Prague, Czech Republic
Conference papers hal-00826050v1
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Basis Function Construction in Reinforcement Learning using Cascade-Correlation Learning Architecture

Sertan Girgin , Philippe Preux
International Conference on Machine Learning and Applications, Dec 2008, San Diego, United States. pp.75-82
Conference papers hal-00826054v1
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Vision of the Seas: Open Visual Perception Framework for Autonomous Sailing Vessels

André P D Araújo , Ganadev Prajapathy Chandrasekharan , Phillipe Preux , Esteban Walter Gonzalez Clua , Eduardo Charles Vasconcellos , et al.
The 30th International Conference on Systems, Signals and Image Processing, IWSSIP 2023, IEEE; Faculty of electrical engineering and information technologies - Skopje, Jun 2023, Ohrid, Republic of Macedonia, Macedonia. pp.5, ⟨10.1109/IWSSIP58668.2023.10180295⟩
Conference papers hal-04163513v1
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Bandits attack function optimization

Philippe Preux , Rémi Munos , Michal Valko
IEEE Congress on Evolutionary Computation, Jul 2014, Beijing, China
Conference papers hal-00978637v1
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Sequential approaches for learning datum-wise sparse representations

Gabriel Dulac-Arnold , Ludovic Denoyer , Philippe Preux , Patrick Gallinari
Machine Learning, 2012, 89 (1-2), pp.87-122. ⟨10.1007/s10994-012-5306-7⟩
Journal articles hal-00747724v1
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Affichage de publicités sur des portails web

Victor Gabillon , Jérémie Mary , Philippe Preux
Extraction, Gestion des Connaissances (EGC), Jan 2010, Tunisie. pp.110-120
Conference papers hal-00772531v1
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Basis Expansion in Natural Actor Critic Methods

Sertan Girgin , Philippe Preux
European Workshop on Reinforcement Learning, Jun 2008, Villeneuve d'Ascq, France. pp.110-123
Conference papers hal-00826055v1
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Exploiting Social Information in Pairwise Preference Recommender System

Crícia Z Felício , Klérisson V R Paixão , Guilherme Alves , Sandra de Amo , Philippe Preux
Journal of Information and Data Management, 2016, 7 (2), pp.16
Journal articles hal-01462200v1
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Mutation-Based Graph Inference for Fault Localization

Vincenzo Musco , Martin Monperrus , Philippe Preux
International Working Conference on Source Code Analysis and Manipulation, Oct 2016, Raleigh, United States. ⟨10.1109/SCAM.2016.24⟩
Conference papers hal-01350515v1
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Collaborative Filtering with Stacked Denoising AutoEncoders and Sparse Inputs

Florian Strub , Jérémie Mary , Preux Philippe
NIPS Workshop on Machine Learning for eCommerce, Dec 2015, Montreal, Canada
Conference papers hal-01256422v2
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Recurrent Neural Networks for Long and Short-Term Sequential Recommendation

Kiewan Villatel , Elena Smirnova , Jérémie Mary , Philippe Preux
Preprints, Working Papers, ... hal-01847127v1