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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
Conference papers in2p3-00907381v1
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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
Conference papers hal-02277739v1

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
Journal articles hal-01245316v1

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⟩
Journal articles in2p3-00720606v1
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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, In press
Journal articles hal-03615250v2

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⟩
Journal articles in2p3-00647283v1

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⟩
Journal articles in2p3-00870432v1

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⟩
Journal articles in2p3-00763113v1

Adaptive MCMC with online relabeling

Rémi Bardenet , Olivier Cappé , Gersende Fort , Balázs Kégl
Bernoulli, 2015, 21 (3), p. 1304-1340. ⟨10.3150/13-BEJ578⟩
Journal articles in2p3-01115785v1
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On sampling determinantal and Pfaffian point processes on a quantum computer

Rémi Bardenet , Michaël Fanuel , Alexandre Feller
2023
Preprints, Working Papers, ... hal-04107251v1
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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
Preprints, Working Papers, ... hal-03837697v1
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Repelled point processes with application to numerical integration

Diala Hawat , Rémi Bardenet , Raphaël Lachièze-Rey
2023
Preprints, Working Papers, ... hal-04179981v1

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⟩
Conference papers hal-03869873v1
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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 communications in2p3-00590956v1

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⟩
Journal articles in2p3-00614822v1

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
Conference papers 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
Conference papers in2p3-00616493v1
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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 : ⟩
Theses tel-00773295v1

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⟩
Journal articles in2p3-00755077v1

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⟩
Journal articles in2p3-00523359v1
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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
Conference papers hal-00642998v1
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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⟩
Journal articles in2p3-00948263v1

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⟩
Journal articles in2p3-00636914v1
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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
Preprints, Working Papers, ... hal-01248841v1
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Monte Carlo methods

R. Bardenet
IN2P3 School of Statistics (SOS2012), May 2012, Autrans, France. pp.022002, ⟨10.1051/epjconf/20135502002⟩
Conference papers in2p3-00846142v1

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⟩
Journal articles 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⟩
Journal articles in2p3-00723319v1

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⟩
Journal articles in2p3-00782043v1

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⟩
Journal articles hal-01245317v1

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⟩
Journal articles in2p3-00677455v1