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Create Efficient and Complex Reservoir Computing Architectures with ReservoirPy

Nathan Trouvain , Nicolas P. Rougier , Xavier Hinaut
SAB 2022 - FROM ANIMALS TO ANIMATS 16: The 16th International Conference on the Simulation of Adaptive Behavior, Sep 2022, Cergy-Pontoise / Hybrid, France
Conference papers hal-03761440v1
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Équivalence asymptotique des vraisemblances observée et complète dans le modèle de blocs latents

Vincent Brault , Christine Keribin , Mahendra Mariadassou
XXIV èmes Rencontres de la Société Francophone de Classification, Société Francophone de Classification, Jun 2017, Lyon, France
Conference papers hal-01510994v1

Integrating conflicting data: the role of source dependence

Xin Luna Dong , Laure Berti-Équille , Divesh Srivastava
Proceedings of the VLDB Endowment (PVLDB), 2009, 2 (1), pp.550 - 561. ⟨10.14778/1687627.1687690⟩
Journal articles hal-01855870v1
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Vibration‐based damage localization with load vectors under temperature changes

Md Delwar Hossain Bhuyan , Guillaume Gautier , Nicolas Le Touz , Michael Döhler , Falk Hille , et al.
Structural Control and Health Monitoring, 2019, 26 (11), pp.e2439. ⟨10.1002/stc.2439⟩
Journal articles hal-02293057v1
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The promises and pitfalls of Stochastic Gradient Langevin Dynamics

Nicolas Brosse , Alain Durmus , Éric Moulines
NeurIPS 2018 (Advances in Neural Information Processing Systems 2018), Dec 2018, Montreal, France
Conference papers hal-01934291v1
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Fair Regression with Wasserstein Barycenters

Evgenii Chzhen , Christophe Denis , Mohamed Hebiri , Luca Oneto , Massimiliano Pontil
NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtuel, Canada
Conference papers hal-02866811v1
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Compressive Spectral Clustering Toolbox

Nicolas Tremblay , Gilles Puy , Rémi Gribonval , Pierre Vandergheynst
Software hal-02960679v1
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On efficient methods for high-dimensional statistical estimation

Dmitry Babichev
Machine Learning [stat.ML]. Université Paris sciences et lettres, 2019. English. ⟨NNT : 2019PSLEE032⟩
Theses tel-02433016v2
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Clustering of strong replicators associated with active promoters is sufficient to establish an early-replicating domain

Caroline Brossas , Anne-Laure Valton , Sergey V Venev , Sabarinadh Chilaka , Antonin Counillon , et al.
EMBO Journal, 2020, ⟨10.15252/embj.201899520⟩
Journal articles hal-03023038v1
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Structured Prediction with Partial Labelling through the Infimum Loss

Vivien Cabannes , Alessandro Rudi , Francis Bach
ICML 2020 - 37th International Conference on Machine Learning, Jul 2020, Online, United States. pp.1230-1239
Conference papers hal-03127110v1
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Declarative mining of negative sequential patterns

Philippe Besnard , Thomas Guyet
1st Declarative Problem Solving Workshop (DPSW 2020) @ ECAI 2020, Pedro Cabalar (CITIC-Univ. A Coruña, Spain); Andreas Herzig (Tolouse Univ, France); David Pearce (Univ. Politécnica Madrid, Spain); Torsten Schaub (Univ. Potsdam, Germany); Stefan Woltran (Vienna Univ. Tech. Austria), Aug 2020, Santiago de Compostela, Spain. pp.1-8
Conference papers hal-03025560v1

Classification with abstention but without disparities

Nicolas Schreuder , Evgenii Chzhen
Conference on Uncertainty in Artificial Intelligence (UAI 2021), Jul 2021, Virtual conference, Australia
Conference papers hal-03152091v1
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Clustering of Redundant Parameters for Fault Isolation with Gaussian Residuals

Alexander Mendler , Michael Döhler , Carlos Ventura , Laurent Mevel
IFAC 2020 - 21st International Federation of Automatic Control World Congress, Jul 2020, Berlin, Germany. ⟨10.1016/j.ifacol.2020.12.877⟩
Conference papers hal-02903003v1
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Distributed Differentially Private Averaging with Improved Utility and Robustness to Malicious Parties

César Sabater , Aurélien Bellet , Jan Ramon
Preprints, Working Papers, ... hal-03100019v1
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A unified framework for association and prediction from vertex-wise grey-matter structure

Baptiste Couvy‐duchesne , Lachlan T Strike , Futao Zhang , Yan Holtz , Zhili Zheng , et al.
Human Brain Mapping, 2020, ⟨10.1002/hbm.25109⟩
Journal articles hal-02904458v1

Set-valued classification -- overview via a unified framework

Evgenii Chzhen , Christophe Denis , Mohamed Hebiri , Titouan Lorieul
Preprints, Working Papers, ... hal-03154625v1
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Optimistic optimization of a Brownian

Jean-Bastien Grill , Michal Valko , Rémi Munos
NeurIPS 2018 - Thirty-second Conference on Neural Information Processing Systems, Dec 2018, Montréal, Canada
Conference papers hal-01906601v2
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Outliers Detection in Networks with Missing Links

Solenne Gaucher , Olga Klopp , Geneviève Robin
Computational Statistics and Data Analysis, 2021, 164, pp.107308
Journal articles hal-02386940v2
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A covariate-constraint method to map brain feature space into lower dimensional manifolds

Félix Renard , Christian Heinrich , Marine Bouthillon , Maleka Schenck , Francis Schneider , et al.
Network Neuroscience, 2021, 5 (1), pp.252-273. ⟨10.1162/netn_a_00176⟩
Journal articles hal-03165916v1

Issues and challenges in landscape models for agriculture: from the representation of agroecosystems to the design of management strategies

Sylvain Poggi , Julien Papaix , Claire Lavigne , Frédérique Angevin , Florence Le Ber , et al.
Landscape Ecology, 2018, 33 (10), pp.1679-1690. ⟨10.1007/s10980-018-0699-8⟩
Journal articles hal-02567492v1
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Artificial Intelligence and Mechanistic Modeling for Clinical Decision Making in Oncology

Sébastien Benzekry
Clinical Pharmacology and Therapeutics, 2020, ⟨10.1002/cpt.1951⟩
Journal articles hal-02916941v1
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Testing the Mantel statistic with a spatially‐constrained permutation procedure

Julie Crabot , Sylvie Clappe , Stéphane Dray , T. Datry
Methods in Ecology and Evolution, 2019, 10 (4), pp.532-540. ⟨10.1111/2041-210X.13141⟩
Journal articles hal-02325770v1
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Conception d'un modèle généraliste pour l'évaluation d'un test A/B

Emmanuelle Claeys , Pierre Gançarski , Myriam Maumy-Bertrand , Hubert Wassner
17ème Journées Francophones Extraction et Gestion des Connaissances, Jan 2017, Grenoble, France
Conference papers hal-02572736v1
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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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Bayesian Inference for Linear Dynamic Models with Dirichlet Process Mixtures

François Caron , Manuel Davy , Arnaud Doucet , Emmanuel Duflos , Philippe Vanheeghe
IEEE Transactions on Signal Processing, 2008, 56 (1), pp.71-84. ⟨10.1109/TSP.2007.900167⟩
Journal articles inria-00129646v1
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Kernel density estimation and goodness-of-fit test in adaptive tracking

Bernard Bercu , Bruno Portier
SIAM Journal on Control and Optimization, 2008, 47, pp.2440-2457
Journal articles hal-00012682v1
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The Analog Ensemble Kalman Filter and Smoother

Pierre Tandeo , Pierre Ailliot , Ronan Fablet , Juan Ruiz , François Rousseau , et al.
CI 2014 : 4th International Workshop on Climate Informatics, Sep 2014, Boulder, United States
Conference papers hal-01188825v1

Estimation récursive en régression inverse par tranches (sliced inverse regression)

Thi Mong Ngoc Nguyen , Jérôme Saracco
Journal de la Société Française de Statistique, 2010, 151 (2), pp.19-46
Journal articles hal-00938116v1
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Simulation d'événements rares par Monte Carlo dans les réseaux hautement fiables

Samira Saggadi
Modélisation et simulation. Université Rennes 1, 2013. Français. ⟨NNT : ⟩
Theses tel-00940140v1

Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions

Alexandra Carpentier , Rémi Munos
Advances in Neural Information Processing Systems, 2012, Lake Tahoe, United States
Conference papers hal-00943123v1