Rémi Bardenet

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Publications

Cycling in the forest with Wilson's algorithm

Michaël Fanuel , Rémi Bardenet

Probability Surveys, In press

Article dans une revue hal-04557271v1
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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
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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

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
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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
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Signal reconstruction using determinantal sampling

Ayoub Belhadji , Rémi Bardenet , Pierre Chainais

Applied and Computational Harmonic Analysis, 2025

Article dans une revue hal-04181079v1
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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
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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
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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
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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
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Monte Carlo with Determinantal Point Processes

Rémi Bardenet , Adrien Hardy

The Annals of Applied Probability, 2020

Article dans une revue hal-01311263v1
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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
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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

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 Han et al.

Toxicology and Applied Pharmacology, 2020, 394, pp.114961. ⟨10.1016/j.taap.2020.114961⟩

Article dans une revue hal-02877886v1
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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
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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. Vandenberg et al.

The Journal of Physiology, 2018, 596 (10), pp.1813-1828. ⟨10.1113/JP275733⟩

Article dans une revue hal-01713112v1
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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
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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
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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
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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

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 Gavaghan et al.

Journal of Molecular and Cellular Cardiology, 2015

Article dans une revue hal-01245316v1

Ten Simple Rules for a Successful Cross-Disciplinary Collaboration

Bernhard Knapp , Rémi Bardenet , Miguel O. Bernabeu , Rafel Bordas , Maria Bruna et al.

PLoS Computational Biology, 2015, 11 (4), ⟨10.1371/journal.pcbi.1004214⟩

Article dans une revue hal-01245317v1
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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
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Probing the radio emission from air showers with polarization measurements

A. Aab , M. Avenier , C. Bérat , S. Le Coz , D. Lebrun et al.

Physical Review D, 2014, 89, pp.052002. ⟨10.1103/PhysRevD.89.052002⟩

Article dans une revue in2p3-00948263v1

Identifying Clouds over the Pierre Auger Observatory using Infrared Satellite Data

P. Abreu , A. Bellétoile , Richard Dallier , Pascal Lautridou , J. Maller et al.

Astroparticle Physics, 2013, 50-52, pp.92-101. ⟨10.1016/j.astropartphys.2013.09.004⟩

Article dans une revue in2p3-00870432v1

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. Albuquerque et al.

The Astrophysical Journal Letters, 2013, 762 (1), pp.L13. ⟨10.1088/2041-8205/762/1/L13⟩

Article dans une revue in2p3-00765875v1
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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. Lebrun et al.

Journal of Instrumentation, 2013, 8, pp.P04009. ⟨10.1088/1748-0221/8/04/P04009⟩

Article dans une revue in2p3-00804366v1

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. Caccianiga et 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 Kégl et al.

Journal of Cosmology and Astroparticle Physics, 2013, 05, pp.009. ⟨10.1088/1475-7516/2013/05/009⟩

Article dans une revue in2p3-00821962v1

Ultrahigh Energy Neutrinos at the Pierre Auger Observatory

P. Abreu , M. Aglietta , M. Ahlers , E.J. Ahn , I.F.M. Albuquerque et al.

Advances in High Energy Physics, 2013, 2013, pp.708680. ⟨10.1155/2013/708680⟩

Article dans une revue in2p3-00810479v1

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. Albuquerque et al.

Journal of Cosmology and Astroparticle Physics, 2012, 04, pp.040. ⟨10.1088/1475-7516/2012/04/040⟩

Article dans une revue in2p3-00693287v1

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. Albuquerque et al.

The Astrophysical Journal Supplement, 2012, 203, pp.34. ⟨10.1088/0067-0049/203/2/34⟩

Article dans une revue in2p3-00763113v1

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. Albuquerque et al.

The Astrophysical Journal Letters, 2012, 755, pp.L4. ⟨10.1088/2041-8205/755/1/L4⟩

Article dans une revue in2p3-00720606v1

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. Allard et al.

Astroparticle Physics, 2012, 35, pp.354-361. ⟨10.1016/j.astropartphys.2011.10.004⟩

Article dans une revue in2p3-00636914v1

Erratum to "The Lateral Trigger Probability function for the Ultra-High Energy Cosmic Ray Showers detected by the Pierre Auger Observatory" [Astroparticle Physics 35 (2011) 266-276]

P. Abreu , M. Aglietta , E.J. Ahn , I.F.M. Albuquerque , D. Allard et al.

Astroparticle Physics, 2012, 35, pp.681-684. ⟨10.1016/j.astropartphys.2012.02.005⟩

Article dans une revue in2p3-00677455v1

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. Koang et al.

Physical Review Letters, 2012, 109, pp.062002. ⟨10.1103/PhysRevLett.109.062002⟩

Article dans une revue in2p3-00723317v1

The Rapid Atmospheric Monitoring System of the Pierre Auger Observatory

P. Abreu , M. Aglietta , M. Ahlers , E. J. Ahn , I. F. M. Albuquerque et al.

Journal of Instrumentation, 2012, 7, pp.P09001. ⟨10.1088/1748-0221/7/09/P09001⟩

Article dans une revue in2p3-00723319v1

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. Albuquerque et 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. Albuquerque et al.

The Astrophysical Journal, 2012, 760, pp.148. ⟨10.1088/0004-637X/760/2/148⟩

Article dans une revue in2p3-00755077v1
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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. Albuquerque et 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. Koang et al.

Journal of Instrumentation, 2012, 7, pp.P11023. ⟨10.1088/1748-0221/7/11/P11023⟩

Article dans une revue in2p3-00748795v1
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The exposure of the hybrid detector of the Pierre Auger Observatory

P. Abreu , M. Aglietta , E.J. Ahn , D. Allard , I. Allekotte et al.

Astroparticle Physics, 2011, 34, pp.368-381. ⟨10.1016/j.astropartphys.2010.10.001⟩

Article dans une revue in2p3-00528444v1

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. Allard et al.

Journal of Cosmology and Astroparticle Physics, 2011, 11, pp.022. ⟨10.1088/1475-7516/2011/11/022⟩

Article dans une revue in2p3-00647283v1

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. Allekotte et 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. Allard et 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. Allard et al.

Astroparticle Physics, 2011, 35, pp.266-276. ⟨10.1016/j.astropartphys.2011.08.001⟩

Article dans une revue in2p3-00614822v1

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. Allard et 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. Allard et 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

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. Allard et al.

Journal of Cosmology and Astroparticle Physics, 2011, 06, pp.022. ⟨10.1088/1475-7516/2011/06/022⟩

Article dans une revue in2p3-00601127v1

Update on the correlation of the highest energy cosmic rays with nearby extragalactic matter

P. Abreu , M. Aglietta , E. J. Ahn , D. Allard , I. Allekotte et al.

Astroparticle Physics, 2010, 34, pp.314-326. ⟨10.1016/j.astropartphys.2010.08.010⟩

Article dans une revue in2p3-00523359v1
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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
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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
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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

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
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Smoothing complex-valued signals on Graphs with Monte-Carlo

Hugo Jaquard , Michaël Fanuel , Pierre-Olivier Amblard , Rémi Bardenet , Simon Barthelme et 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
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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
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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
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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

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

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

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
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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
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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

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
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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
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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
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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
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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
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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
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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

Highlights from the Pierre Auger Observatory

Antoine Letessier-Selvon , A. Aab , P. Abreu , M. Aglietta , M. Ahlers et al.

33rd International Cosmic Ray Conference (ICRC2013), Jul 2013, Rio de Janeiro, Brazil

Communication dans un congrès in2p3-00923571v1

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
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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
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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

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

The Pierre Auger Observatory IV: Operation and Monitoring

P. Abreu , D. Allard , A. Bellétoile , A. Creusot , Richard Dallier et al.

32nd International Cosmic Ray Conference - ICRC 2011, 2011, Beijing, China

Communication dans un congrès in2p3-00630621v1

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. Allard et 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. Bardenet et al.

32nd International Cosmic Ray Conference (ICRC2011), Aug 2011, Beijing, China

Communication dans un congrès in2p3-00616493v1
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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 III: Other Astrophysical Observations

P. Abreu , D. Allard , A. Bellétoile , A. Creusot , Richard Dallier et 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. Decerprit et al.

32nd International Cosmic Ray Conference - ICRC 2011, 2011, Beijing, China

Communication dans un congrès in2p3-00630600v1
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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
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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
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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
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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
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Quenched large deviations for Monte Carlo integration with Coulomb gases

Rémi Bardenet , Mylène Maïda , Martin Rouault

2025

Pré-publication, Document de travail hal-05213356v1
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Bypassing orthogonalization in the quantum DPP sampler

Michaël Fanuel , Rémi Bardenet

2025

Pré-publication, Document de travail hal-04985791v1
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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
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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
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From point processes to quantum optics and back

Rémi Bardenet , Alexandre Feller , Jérémie Bouttier , Pascal Degiovanni , Adrien Hardy et al.

2023

Pré-publication, Document de travail hal-03837697v1
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Repelled point processes with application to numerical integration

Diala Hawat , Rémi Bardenet , Raphaël Lachièze-Rey

2023

Pré-publication, Document de travail hal-04179981v1
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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
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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