Rémi Bardenet

Publications

Article dans une revue (53)

On two fundamental properties of the zeros of spectrograms of noisy signals Arnaud Poinas,Rémi Bardenet Signal Processing, In press Article dans une revue hal-05169717v1
Cycling in the forest with Wilson's algorithm Michaël Fanuel,Rémi Bardenet Probability Surveys, In press Article dans une revue hal-04557271v1
Repulsive Monte Carlo on the sphere for the sliced Wasserstein distance Vladimir Petrovic,Rémi Bardenet,Agnès Desolneux Transactions on Machine Learning Research Journal, In press Article dans une revue hal-05444850v2
mcsm-benchs: Benchmarking methods for multi-component signal processing Juan M Miramont,Rémi Bardenet,Pierre Chainais,François Auger Journal of Open Source Software, 2025, 10, ⟨10.21105/joss.08175⟩ Article dans une revue hal-05285927v1
Signal reconstruction using determinantal sampling Ayoub Belhadji,Rémi Bardenet,Pierre Chainais Applied and Computational Harmonic Analysis, 2025 Article dans une revue hal-04181079v1
Sparsification of the regularized magnetic Laplacian with multi-type spanning forests Michaël Fanuel,Rémi Bardenet Applied and Computational Harmonic Analysis, In press Article dans une revue hal-03766790v1
On sampling determinantal and Pfaffian point processes on a quantum computer Rémi Bardenet,Michaël Fanuel,Alexandre Feller Journal of Physics A: Mathematical and Theoretical, 2024, 57 (5), pp.055202. ⟨10.1088/1751-8121/ad1b75⟩ Article dans une revue hal-04107251v1
On estimating the structure factor of a point process, with applications to hyperuniformity Diala Hawat,Guillaume Gautier,Rémi Bardenet,Raphaël Lachièze-Rey Statistics and Computing, 2023, ⟨10.1007/s11222-023-10219-1⟩ Article dans une revue hal-03615250v2
A covariant, discrete time-frequency representation tailored for zero-based signal detection Barbara Pascal,Rémi Bardenet IEEE Transactions on Signal Processing, 2022, 70, pp.2950-2961. ⟨10.1109/TSP.2022.3181342⟩ Article dans une revue hal-03553433v3
On proportional volume sampling for experimental design in general spaces Arnaud Poinas,R. Bardenet Statistics and Computing, 2022 Article dans une revue hal-02999653v1
Fast sampling from beta-ensembles Guillaume Gautier,Rémi Bardenet,Michal Valko Statistics and Computing, 2021, 31 (7), ⟨10.1007/s11222-020-09984-0⟩ Article dans une revue hal-02697647v1
A systematic strategy for estimating hERG block potency and its implications in a new cardiac safety paradigm Bradley Ridder,Derek Leishman,Matthew Bridgland-Taylor,Mohammadreza Samieegohar,Xiaomei Hanet al. Toxicology and Applied Pharmacology, 2020, 394, pp.114961. ⟨10.1016/j.taap.2020.114961⟩ Article dans une revue hal-02877886v1
A determinantal point process for column subset selection Ayoub Belhadji,R. Bardenet,Pierre Chainais Journal of Machine Learning Research, 2020, 21 (197), pp.1-62 Article dans une revue hal-01966298v1
On the zeros of the spectrogram of white noise Rémi Bardenet,Julien Flamant,Pierre Chainais Applied and Computational Harmonic Analysis, 2020, 48 (2), pp.682-705. ⟨10.1016/j.acha.2018.09.002⟩ Article dans une revue hal-01572207v1
Monte Carlo with Determinantal Point Processes Rémi Bardenet,Adrien Hardy The Annals of Applied Probability, 2020 Article dans une revue hal-01311263v1
Time-frequency transforms of white noises and Gaussian analytic functions R. Bardenet,Adrien Hardy Applied and Computational Harmonic Analysis, In press, ⟨10.1016/j.acha.2019.07.003⟩ Article dans une revue hal-01855678v1
DPPy: Sampling Determinantal Point Processes with Python Guillaume Gautier,Rémi Bardenet,Michal Valko Journal of Machine Learning Research, 2019 Article dans une revue hal-01879424v1
Sinusoidal voltage protocols for rapid characterisation of ion channel kinetics K. A. Beattie,A. P. Hill,R. Bardenet,Y. Cui,J. I. Vandenberget al. The Journal of Physiology, 2018, 596 (10), pp.1813-1828. ⟨10.1113/JP275733⟩ Article dans une revue hal-01713112v1
On a few statistical applications of determinantal point processes Rémi Bardenet,Frédéric Lavancier,Xavier Mary,Aurélien Vasseur ESAIM: Proceedings and Surveys, 2017, 60 Article dans une revue hal-01580353v2
On Markov chain Monte Carlo methods for tall data Rémi Bardenet,Arnaud Doucet,Chris Holmes Journal of Machine Learning Research, 2017 Article dans une revue hal-01355287v1
Robust cell tracking in epithelial tissues through identification of maximum common subgraphs Jochen G Kursawe,Rémi Bardenet,Jeremiah E Zartman,Alexander G Fletcher,Ruth G Baker Journal of the Royal Society Interface, 2016, ⟨10.1098/rsif.2016.0725⟩ Article dans une revue hal-01395088v1
Hierarchical Bayesian inference for ion channel screening dose-response data Ross H Johnstone,Rémi Bardenet,David J Gavaghan,Gary R Mirams Wellcome Open Research, 2016, ⟨10.12688/wellcomeopenres.9945.1⟩ Article dans une revue hal-01580351v1
Ten Simple Rules for a Successful Cross-Disciplinary Collaboration Bernhard Knapp,Rémi Bardenet,Miguel O. Bernabeu,Rafel Bordas,Maria Brunaet al. PLoS Computational Biology, 2015, 11 (4), ⟨10.1371/journal.pcbi.1004214⟩ Article dans une revue hal-01245317v1
Concentration inequalities for sampling without replacement Rémi Bardenet,Odalric-Ambrym Maillard Bernoulli, 2015, 21 (3), pp.1361-1385. ⟨10.3150/14-BEJ605⟩ Article dans une revue hal-01216652v1
Adaptive MCMC with online relabeling Rémi Bardenet,Olivier Cappé,Gersende Fort,Balázs Kégl Bernoulli, 2015, 21 (3), p. 1304-1340. ⟨10.3150/13-BEJ578⟩ Article dans une revue in2p3-01115785v1
Uncertainty and variability in models of the cardiac action potential: Can we build trustworthy models? Ross H Johnstone,Eugene T y Chang,Rémi Bardenet,Teun P de Boer,David J Gavaghanet al. Journal of Molecular and Cellular Cardiology, 2015 Article dans une revue hal-01245316v1
Probing the radio emission from air showers with polarization measurements A. Aab,M. Avenier,C. Bérat,S. Le Coz,D. Lebrunet al. Physical Review D, 2014, 89, pp.052002. ⟨10.1103/PhysRevD.89.052002⟩ Article dans une revue in2p3-00948263v1
Techniques for Measuring Aerosol Attenuation using the Central Laser Facility at the Pierre Auger Observatory P. Abreu,M. Avenier,C. Bérat,S. Le Coz,D. Lebrunet al. Journal of Instrumentation, 2013, 8, pp.P04009. ⟨10.1088/1748-0221/8/04/P04009⟩ Article dans une revue in2p3-00804366v1
Constraints on the Origin of Cosmic Rays above 10^18 eV from Large-scale Anisotropy Searches in Data of the Pierre Auger Observatory P. Abreu,M. Aglietta,M. Ahlers,E. J. Ahn,I. F. M. Albuquerqueet al. The Astrophysical Journal Letters, 2013, 762 (1), pp.L13. ⟨10.1088/2041-8205/762/1/L13⟩ Article dans une revue in2p3-00765875v1
Interpretation of the Depths of Maximum of Extensive Air Showers Measured by the Pierre Auger Observatory P. Abreu,J. Aublin,A. Belletoile,P. Billoir,L. Caccianigaet al. Journal of Cosmology and Astroparticle Physics, 2013, 02, pp.026. ⟨10.1088/1475-7516/2013/02/026⟩ Article dans une revue in2p3-00782043v1
Bounds on the density of sources of ultra-high energy cosmic rays from the Pierre Auger Observatory P. Abreu,R. Bardenet,S. Dagoret-Campagne,D. Garcia Gamez,Balázs Kéglet al. Journal of Cosmology and Astroparticle Physics, 2013, 05, pp.009. ⟨10.1088/1475-7516/2013/05/009⟩ Article dans une revue in2p3-00821962v1
Identifying Clouds over the Pierre Auger Observatory using Infrared Satellite Data P. Abreu,A. Bellétoile,Richard Dallier,Pascal Lautridou,J. Malleret al. Astroparticle Physics, 2013, 50-52, pp.92-101. ⟨10.1016/j.astropartphys.2013.09.004⟩ Article dans une revue in2p3-00870432v1
Ultrahigh Energy Neutrinos at the Pierre Auger Observatory P. Abreu,M. Aglietta,M. Ahlers,E.J. Ahn,I.F.M. Albuquerqueet al. Advances in High Energy Physics, 2013, 2013, pp.708680. ⟨10.1155/2013/708680⟩ Article dans une revue in2p3-00810479v1
Search for signatures of magnetically-induced alignment in the arrival directions measured by the Pierre Auger Observatory P. Abreu,M. Aglietta,E.J. Ahn,I.F.M. Albuquerque,D. Allardet al. Astroparticle Physics, 2012, 35, pp.354-361. ⟨10.1016/j.astropartphys.2011.10.004⟩ Article dans une revue in2p3-00636914v1
Erratum to &quot;The Lateral Trigger Probability function for the Ultra-High Energy Cosmic Ray Showers detected by the Pierre Auger Observatory&quot; [Astroparticle Physics 35 (2011) 266-276] P. Abreu,M. Aglietta,E.J. Ahn,I.F.M. Albuquerque,D. Allardet al. Astroparticle Physics, 2012, 35, pp.681-684. ⟨10.1016/j.astropartphys.2012.02.005⟩ Article dans une revue in2p3-00677455v1
The Rapid Atmospheric Monitoring System of the Pierre Auger Observatory P. Abreu,M. Aglietta,M. Ahlers,E. J. Ahn,I. F. M. Albuquerqueet al. Journal of Instrumentation, 2012, 7, pp.P09001. ⟨10.1088/1748-0221/7/09/P09001⟩ Article dans une revue in2p3-00723319v1
Measurement of the proton-air cross-section at $\sqrt{s}=57$ TeV with the Pierre Auger Observatory P. Abreu,M. Avenier,C. Bérat,J. Chauvin,D.H. Koanget al. Physical Review Letters, 2012, 109, pp.062002. ⟨10.1103/PhysRevLett.109.062002⟩ Article dans une revue in2p3-00723317v1
Description of Atmospheric Conditions at the Pierre Auger Observatory using the Global Data Assimilation System (GDAS) P. Abreu,M. Aglietta,M. Ahlers,E. J. Ahn,I. F. M. Albuquerqueet al. Astroparticle Physics, 2012, 35, pp.591-607. ⟨10.1016/j.astropartphys.2011.12.002⟩ Article dans une revue in2p3-00659060v1
A Search for Point Sources of EeV Neutrons P. Abreu,M. Aglietta,M. Ahlers,E. J. Ahn,I. F. M. Albuquerqueet al. The Astrophysical Journal, 2012, 760, pp.148. ⟨10.1088/0004-637X/760/2/148⟩ Article dans une revue in2p3-00755077v1
Search for Point-like Sources of Ultra-high Energy Neutrinos at the Pierre Auger Observatory and Improved Limit on the Diffuse Flux of Tau Neutrinos P. Abreu,M. Aglietta,M. Ahlers,E. J. Ahn,I. F. M. Albuquerqueet al. The Astrophysical Journal Letters, 2012, 755, pp.L4. ⟨10.1088/2041-8205/755/1/L4⟩ Article dans une revue in2p3-00720606v1
Large-scale Distribution of Arrival Directions of Cosmic Rays Detected Above 10^18 eV at the Pierre Auger Observatory P. Abreu,M. Aglietta,M. Ahlers,E. J. Ahn,I. F. M. Albuquerqueet al. The Astrophysical Journal Supplement, 2012, 203, pp.34. ⟨10.1088/0067-0049/203/2/34⟩ Article dans une revue in2p3-00763113v1
Antennas for the Detection of Radio Emission Pulses from Cosmic-Ray induced Air Showers at the Pierre Auger Observatory P. Abreu,M. Aglietta,M. Ahlers,E. J. Ahn,I. F. M. Albuquerqueet al. Journal of Instrumentation, 2012, 7, pp.P10011. ⟨10.1088/1748-0221/7/10/P10011⟩ Article dans une revue in2p3-00733587v1
Results of a self-triggered prototype system for radio-detection of extensive air showers at the Pierre Auger Observatory P. Abreu,M. Avenier,C. Berat,J. Chauvin,D.H. Koanget al. Journal of Instrumentation, 2012, 7, pp.P11023. ⟨10.1088/1748-0221/7/11/P11023⟩ Article dans une revue in2p3-00748795v1
A search for anisotropy in the arrival directions of ultra high energy cosmic rays recorded at the Pierre Auger Observatory P. Abreu,M. Aglietta,M. Ahlers,E. J. Ahn,I. F. M. Albuquerqueet al. Journal of Cosmology and Astroparticle Physics, 2012, 04, pp.040. ⟨10.1088/1475-7516/2012/04/040⟩ Article dans une revue in2p3-00693287v1
The Pierre Auger Observatory scaler mode for the study of solar activity modulation of galactic cosmic rays P. Abreu,M. Aglietta,E.J. Ahn,D. Allard,I. Allekotteet al. Journal of Instrumentation, 2011, 6, pp.P01003. ⟨10.1088/1748-0221/6/01/P01003⟩ Article dans une revue in2p3-00562044v1
Search for ultrahigh energy neutrinos in highly inclined events at the Pierre Auger Observatory P. Abreu,M. Aglietta,E. J. Ahn,I. F. M. Albuquerque,D. Allardet al. Physical Review D, 2011, 84, pp.122005. ⟨10.1103/PHYSREVD.84.122005⟩ Article dans une revue in2p3-00656444v1
The Lateral Trigger Probability function for the Ultra-High Energy Cosmic Ray Showers detected by the Pierre Auger Observatory P. Abreu,M. Aglietta,E.J. Ahn,I.F.M. Albuquerque,D. Allardet al. Astroparticle Physics, 2011, 35, pp.266-276. ⟨10.1016/j.astropartphys.2011.08.001⟩ Article dans une revue in2p3-00614822v1
The effect of the geomagnetic field on cosmic ray energy estimates and large scale anisotropy searches on data from the Pierre Auger Observatory P. Abreu,M. Aglietta,E. J. Ahn,I. F. M. Albuquerque,D. Allardet al. Journal of Cosmology and Astroparticle Physics, 2011, 11, pp.022. ⟨10.1088/1475-7516/2011/11/022⟩ Article dans une revue in2p3-00647283v1
Anisotropy and chemical composition of ultra-high energy cosmic rays using arrival directions measured by the Pierre Auger Observatory P. Abreu,M. Aglietta,E. J. Ahn,I. F. M. Albuquerque,D. Allardet al. Journal of Cosmology and Astroparticle Physics, 2011, 06, pp.022. ⟨10.1088/1475-7516/2011/06/022⟩ Article dans une revue in2p3-00601127v1
Search for First Harmonic Modulation in the Right Ascension Distribution of Cosmic Rays Detected at the Pierre Auger Observatory P. Abreu,M. Aglietta,E.J. Ahn,I.F.M. Albuquerque,D. Allardet al. Astroparticle Physics, 2011, 34, pp.627-639. ⟨10.1016/j.astropartphys.2010.12.007⟩ Article dans une revue in2p3-00551804v1
Advanced functionality for radio analysis in the Offline software framework of the Pierre Auger Observatory P. Abreu,M. Aglietta,E. J. Ahn,I. F. M. Albuquerque,D. Allardet al. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 2011, 635, pp.92-102. ⟨10.1016/j.nima.2011.01.049⟩ Article dans une revue in2p3-00559624v1
The exposure of the hybrid detector of the Pierre Auger Observatory P. Abreu,M. Aglietta,E.J. Ahn,D. Allard,I. Allekotteet al. Astroparticle Physics, 2011, 34, pp.368-381. ⟨10.1016/j.astropartphys.2010.10.001⟩ Article dans une revue in2p3-00528444v1
Update on the correlation of the highest energy cosmic rays with nearby extragalactic matter P. Abreu,M. Aglietta,E. J. Ahn,D. Allard,I. Allekotteet al. Astroparticle Physics, 2010, 34, pp.314-326. ⟨10.1016/j.astropartphys.2010.08.010⟩ Article dans une revue in2p3-00523359v1

Communication dans un congrès (32)

Transformée de Kravchuk réalignée, implémentation efficace et illustration sur signaux élémentaires et réels Barbara Pascal,Julien Flamant,Rémi Bardenet XXXe Colloque Francophone de Traitement du Signal et des Images (GRETSI), GRETSI, Aug 2025, Strasbourg, France Communication dans un congrès hal-05013793v2
Intégrer plusieurs fonctions simultanément avec des mesures de Gibbs Martin Rouault,Rémi Bardenet,Mylène Maïda XXXe Colloque Francophone de Traitement du Signal et des Images, GRETSI 2025, Aug 2025, Strasbourg (FRANCE), France Communication dans un congrès hal-05213385v1
Adaptive hyperparameter tuning for time-frequency algorithms based on the zeros of the spectrogram Juan Manuel Miramont,Rémi Bardenet,Pierre Chainais,François Auger 23rd IEEE Statistical Signal Processing Workshop, IEEE, Jun 2025, Edimbourg, United Kingdom. ⟨10.1109/SSP64130.2025.11073382⟩ Communication dans un congrès hal-05050759v1
Small coresets via negative dependence: DPPs, linear statistics, and concentration Rémi Bardenet,Subhroshekhar Ghosh,Hugo Simon-Onfroy,Hoang-Son Tran NeurIPS 2024 - Thirty-eigth Conference on Neural Information Processing Systems, 2024, Vancouver, BC, Canada, Canada Communication dans un congrès hal-04801453v1
Smoothing complex-valued signals on Graphs with Monte-Carlo Hugo Jaquard,Michaël Fanuel,Pierre-Olivier Amblard,Rémi Bardenet,Simon Barthelmeet al. ICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. ⟨10.1109/ICASSP49357.2023.10096354⟩ Communication dans un congrès hal-03869873v1
A public benchmark for denoising and detection methods Juan Miramont,Rémi Bardenet,Pierre Chainais,François Auger XXVIIIème Colloque Francophone du GRETSI, GRETSI, Sep 2022, Nancy, France. pp.1-4 Communication dans un congrès hal-04102094v1
Estimation de la fonction de structure d'un processus ponctuel pour l'étude d'hyperuniformité Diala Hawat,Guillaume Gautier,Rémi Bardenet,Raphaël Lachièze-Rey XXVIIIème Colloque Francophone de Traitement du Signal et des Images GRETSI 2022, Sep 2022, Nancy, France Communication dans un congrès hal-03747149v1
Une famille de représentations covariantes de signaux discrets et son application à la détection de signaux à partir de leurs zéros Barbara Pascal,Rémi Bardenet Colloque Francophone de Traitement du Signal et des Images (GRETSI), Sep 2022, Nancy, France Communication dans un congrès hal-03614725v1
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD R. Bardenet,Subhroshekhar Ghosh,Meixia Lin NeurIPS 2021 - Thirty-fifth Conference on Neural Information Processing Systems,, 2021, Virtual event, Turkmenistan Communication dans un congrès hal-03428445v1
Nonparametric estimation of continuous DPPs with kernel methods Michaël Fanuel,R. Bardenet NeurIPS 2021 - Thirty-fifth Conference on Neural Information Processing Systems, 2021, Virtual event, Turkmenistan Communication dans un congrès hal-03368398v1
Kernel interpolation with continuous volume sampling Ayoub Belhadji,R. Bardenet,Pierre Chainais ICML 2020 - International Conference on Machine Learning, 2020, Vienna, Austria Communication dans un congrès hal-02697468v1
A correspondence between zeros of time-frequency transforms and Gaussian analytic functions Rémi Bardenet,Pierre Chainais,Julien Flamant,Adrien Hardy 13th International Conference on Sampling Theory and Applications, SampTA 2019, Aug 2019, Bordeaux, France Communication dans un congrès hal-02091672v1
On two ways to use determinantal point processes for Monte Carlo integration -- Long version Guillaume Gautier,Rémi Bardenet,Michal Valko NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Jun 2019, Vancouver, Canada Communication dans un congrès hal-02277739v1
Un processus ponctuel déterminantal pour la sélection d'attributs Ayoub Belhadji,Rémi Bardenet,Pierre Chainais GRETSI 2019, Aug 2019, Lille, France Communication dans un congrès hal-02439935v1
Kernel quadrature with DPPs Ayoub Belhadji,R. Bardenet,Pierre Chainais NeurIPS 2019 - Thirty-third Conference on Neural Information Processing Systems, Jun 2019, Vancouver, Canada Communication dans un congrès hal-02161143v1
From random matrices to Monte Carlo integration via Gaussian quadrature R. Bardenet,Adrien Hardy IEEE Statistical Signal processing workshop, 2018, Freiburg, Germany Communication dans un congrès hal-01882393v1
Zonotope hit-and-run for efficient sampling from projection DPPs Guillaume Gautier,Rémi Bardenet,Michal Valko International Conference on Machine Learning, 2017, Sydney, Australia Communication dans un congrès hal-01526577v2
Inference for determinantal point processes without spectral knowledge Rémi Bardenet,Michalis Titsias Neural Information Processing Systems (NIPS), Dec 2015, Montréal, Canada Communication dans un congrès hal-01245315v1
Towards scaling up Markov chain Monte Carlo: an adaptive subsampling approach Rémi Bardenet,Arnaud Doucet,Chris Holmes International Conference on Machine Learning (ICML), 2014, Beijing, China. pp.405-413 Communication dans un congrès hal-01254232v1
Detection and estimation of high energy physical particles using Monte Carlo methods Alireza Roodaki,Rémi Bardenet,Olivier Cappé,Balazs Kegl Colloque du GRETSI, Sep 2013, Brest, France Communication dans un congrès hal-02287064v1
Highlights from the Pierre Auger Observatory Antoine Letessier-Selvon,A. Aab,P. Abreu,M. Aglietta,M. Ahlerset al. 33rd International Cosmic Ray Conference (ICRC2013), Jul 2013, Rio de Janeiro, Brazil Communication dans un congrès in2p3-00923571v1
Monte Carlo methods R. Bardenet IN2P3 School of Statistics (SOS2012), May 2012, Autrans, France. pp.022002, ⟨10.1051/epjconf/20135502002⟩ Communication dans un congrès in2p3-00846142v1
Collaborative hyperparameter tuning R. Bardenet,M. Brendel,Balázs Kégl,Michèle Sebag 30th International Conference on Machine Learning (ICML 2013), Jun 2013, Atlanta, United States. pp.199-207 Communication dans un congrès in2p3-00907381v1
An adaptive Monte-Carlo Markov chain algorithm for inference from mixture signals R. Bardenet,Balázs Kégl 14th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2011), Sep 2011, Uxbridge, United Kingdom. pp.012044, ⟨10.1088/1742-6596/368/1/012044⟩ Communication dans un congrès in2p3-00714497v1
Adaptive Metropolis with online relabeling R. Bardenet,O. Cappé,Gersende Fort,Balázs Kégl Fifteenth International Conference on Artificial Intelligence and Statistics, Apr 2012, La Palma, Spain. pp.91-99 Communication dans un congrès in2p3-00698479v1
The Pierre Auger Observatory IV: Operation and Monitoring P. Abreu,D. Allard,A. Bellétoile,A. Creusot,Richard Dallieret al. 32nd International Cosmic Ray Conference - ICRC 2011, 2011, Beijing, China Communication dans un congrès in2p3-00630621v1
Algorithms for Hyper-Parameter Optimization James Bergstra,R. Bardenet,Yoshua Bengio,Balázs Kégl 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Dec 2011, Granada, Spain Communication dans un congrès hal-00642998v1
The Pierre Auger Observatory I: The Cosmic Ray Energy Spectrum and Related Measurements P. Abreu,M. Aglietta,E. J. Ahn,I. F. M. Albuquerque,D. Allardet al. 32nd International Cosmic Ray Conference (ICRC2011), 2011, Beijing, China Communication dans un congrès in2p3-00616470v1
The Pierre Auger Observatory V: Enhancements P. Abreu,D. Allard,A. Aminaei,J. Aublin,R. Bardenetet al. 32nd International Cosmic Ray Conference (ICRC2011), Aug 2011, Beijing, China Communication dans un congrès in2p3-00616493v1
The Pierre Auger Observatory III: Other Astrophysical Observations P. Abreu,D. Allard,A. Bellétoile,A. Creusot,Richard Dallieret al. 32nd International Cosmic Ray Conference - ICRC 2011, 2011, Beijing, China Communication dans un congrès in2p3-00630613v1
The Pierre Auger Observatory II: Studies of Cosmic Ray Composition and Hadronic Interaction models P. Abreu,D. Allard,A. Bellétoile,A. Creusot,G. Decerpritet al. 32nd International Cosmic Ray Conference - ICRC 2011, 2011, Beijing, China Communication dans un congrès in2p3-00630600v1
Surrogating the surrogate: accelerating Gaussian-process-based global optimization with a mixture cross-entropy algorithm R. Bardenet,Balázs Kégl 27th International Conference on Machine Learning (ICML 2010), Jun 2010, Haifa, Israel. pp.55-62 Communication dans un congrès in2p3-00580438v1

Poster de conférence (2)

Relabelling MCMC Algorithms in Bayesian Mixture Learning R. Bardenet,Balázs Kégl,Gersende Fort Snowbird Learning Workshop, Apr 2011, Fort Lauderdale, United States Poster de conférence in2p3-00590956v1
Sampling-based optimization with mixtures R. Bardenet,Balázs Kégl OPT 2009: 2nd NIPS Workshop on Optimization for Machine Learning, Dec 2009, Whistler, Canada Poster de conférence in2p3-00580580v1

Ouvrages (1)

Pierre Auger Observatory and Telescope Array: Joint Contributions to the 33rd International Cosmic Ray Conference (ICRC 2013) The Telescope Array,T. Abu-Zayyad,M. Allen,R. Anderson,R. Azumaet al. 2013 Ouvrages in2p3-00908726v1

Chapitre d'ouvrage (1)

Point Processes and spatial statistics in time-frequency analysis Barbara Pascal,Rémi Bardenet Hermine Biermé. Stochastic Geometry: Percolation, Tesselations, Gaussian Fields and Point Processes, Springer, Lecture Notes in Mathematics, 2025, 978-3-031-87263-1 Chapitre d'ouvrage hal-04484040v2

Pré-publication, Document de travail (11)

Bypassing orthogonalization in the quantum DPP sampler Michaël Fanuel,Rémi Bardenet 2025 Pré-publication, Document de travail hal-04985791v1
Quenched large deviations for Monte Carlo integration with Coulomb gases Rémi Bardenet,Mylène Maïda,Martin Rouault 2025 Pré-publication, Document de travail hal-05213356v1
Monte Carlo methods on compact complex manifolds using Bergman kernels Thibaut Lemoine,Rémi Bardenet 2024 Pré-publication, Document de travail hal-04575374v1
Benchmarking multi-component signal processing methods in the time-frequency plane Juan Miramont,Rémi Bardenet,Pierre Chainais,François Auger 2024 Pré-publication, Document de travail hal-04459682v1
Monte Carlo with kernel-based Gibbs measures: Guarantees for probabilistic herding Martin Rouault,Rémi Bardenet,Mylène Maïda 2025 Pré-publication, Document de travail hal-04468785v2
Repelled point processes with application to numerical integration Diala Hawat,Rémi Bardenet,Raphaël Lachièze-Rey 2023 Pré-publication, Document de travail hal-04179981v1
From point processes to quantum optics and back Rémi Bardenet,Alexandre Feller,Jérémie Bouttier,Pascal Degiovanni,Adrien Hardyet al. 2023 Pré-publication, Document de travail hal-03837697v1
Un processus ponctuel déterminantal pour la sélection de variables supervisée Xiaoyi Mai,Rémi Bardenet 2022 Pré-publication, Document de travail hal-03656343v1
Learning from DPPs via Sampling: Beyond HKPV and symmetry R. Bardenet,Subhroshekhar Ghosh 2020 Pré-publication, Document de travail hal-02902813v1
A note on replacing uniform subsampling by random projections in MCMC for linear regression of tall datasets Rémi Bardenet,Odalric-Ambrym Maillard 2015 Pré-publication, Document de travail hal-01248841v1
Radio spectrum measurements at Auger, part 2 Richard Dallier,R. Bardenet,S. Gambetta,H. Lyberis,C. Macolino 2010 Pré-publication, Document de travail hal-01114652v1

Thèse (1)

Towards adaptive learning and inference - Applications to hyperparameter tuning and astroparticle physics Rémi Bardenet Methodology [stat.ME]. Université Paris Sud - Paris XI, 2012. English. ⟨NNT : ⟩ Thèse tel-00773295v1

HDR (1)

Turning repulsive point processes into subsampling algorithms Rémi Bardenet Signal and Image Processing. Université de Lille, 2022 HDR tel-04458876v1