Number of documents

66


Journal articles39 documents

  • R. Bardenet, Adrien Hardy. Time-frequency transforms of white noises and Gaussian analytic functions. Applied and Computational Harmonic Analysis, Elsevier, In press. ⟨hal-01855678⟩
  • Rémi Bardenet, Adrien Hardy. Monte Carlo with Determinantal Point Processes. Annals of Applied Probability, Institute of Mathematical Statistics (IMS), In press. ⟨hal-01311263⟩
  • K. A. Beattie, A. P. Hill, R. Bardenet, Y. Cui, J. I. Vandenberg, et al.. Sinusoidal voltage protocols for rapid characterisation of ion channel kinetics. Journal of Physiology, Wiley, In press. ⟨hal-01713112⟩
  • Rémi Bardenet, Julien Flamant, Pierre Chainais. On the zeros of the spectrogram of white noise. Applied and Computational Harmonic Analysis, Elsevier, In press, pp.1-23. ⟨hal-01572207⟩
  • Rémi Bardenet, Frédéric Lavancier, Xavier Mary, Aurélien Vasseur. On a few statistical applications of determinantal point processes. ESAIM: Proceedings and Surveys, EDP Sciences, 2017, 60. ⟨hal-01580353v2⟩
  • Rémi Bardenet, Arnaud Doucet, Chris Holmes. On Markov chain Monte Carlo methods for tall data. Journal of Machine Learning Research, Journal of Machine Learning Research, 2017. ⟨hal-01355287⟩
  • Jochen Kursawe, Rémi Bardenet, Jeremiah Zartman, Alexander Fletcher, Ruth Baker. Robust cell tracking in epithelial tissues through identification of maximum common subgraphs. Journal of the Royal Society Interface, the Royal Society, 2016, ⟨10.1098/rsif.2016.0725 ⟩. ⟨hal-01395088⟩
  • Ross H Johnstone, Rémi Bardenet, David J Gavaghan, Gary R Mirams. Hierarchical Bayesian inference for ion channel screening dose-response data. Wellcome Open Research, F1000Research, 2016, ⟨10.12688/wellcomeopenres.9945.1⟩. ⟨hal-01580351⟩
  • Bernhard Knapp, Rémi Bardenet, Miguel O. Bernabeu, Rafel Bordas, Maria Bruna, et al.. Ten Simple Rules for a Successful Cross-Disciplinary Collaboration. PLoS Computational Biology, Public Library of Science, 2015, 11 (4), ⟨10.1371/journal.pcbi.1004214⟩. ⟨hal-01245317⟩
  • Ross H Johnstone, Eugene T Y Chang, Rémi Bardenet, Teun P de Boer, David J Gavaghan, et al.. Uncertainty and variability in models of the cardiac action potential: Can we build trustworthy models?. Journal of Molecular and Cellular Cardiology, Elsevier, 2015. ⟨hal-01245316⟩
  • Rémi Bardenet, Olivier Cappé, Gersende Fort, Balázs Kégl. Adaptive MCMC with online relabeling. Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2015, 21 (3), p. 1304-1340. ⟨10.3150/13-BEJ578⟩. ⟨in2p3-01115785⟩
  • Rémi Bardenet, Odalric-Ambrym Maillard. Concentration inequalities for sampling without replacement. Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2015, 21 (3), pp.1361-1385. ⟨10.3150/14-BEJ605⟩. ⟨hal-01216652⟩
  • A. Aab, M. Avenier, C. Bérat, S. Le Coz, D. Lebrun, et al.. Probing the radio emission from air showers with polarization measurements. Physical Review D, American Physical Society, 2014, 89, pp.052002. ⟨10.1103/PhysRevD.89.052002⟩. ⟨in2p3-00948263⟩
  • P. Abreu, R. Bardenet, S. Dagoret-Campagne, D. Garcia Gamez, Balázs Kégl, et al.. Bounds on the density of sources of ultra-high energy cosmic rays from the Pierre Auger Observatory. Journal of Cosmology and Astroparticle Physics, Institute of Physics (IOP), 2013, 05, pp.009. ⟨10.1088/1475-7516/2013/05/009⟩. ⟨in2p3-00821962⟩
  • P. Abreu, A. Bellétoile, Richard Dallier, Pascal Lautridou, J. Maller, et al.. Identifying Clouds over the Pierre Auger Observatory using Infrared Satellite Data. Astroparticle Physics, Elsevier, 2013, 50-52, pp.92-101. ⟨10.1016/j.astropartphys.2013.09.004⟩. ⟨in2p3-00870432⟩
  • P. Abreu, M. Aglietta, M. Ahlers, E.J. Ahn, I.F.M. Albuquerque, et al.. Ultrahigh Energy Neutrinos at the Pierre Auger Observatory. Advances in High Energy Physics, Hindawi Publishing Corporation, 2013, 2013, pp.708680. ⟨10.1155/2013/708680⟩. ⟨in2p3-00810479⟩
  • P. Abreu, M. Aglietta, M. Ahlers, E. J. Ahn, I. F. M. Albuquerque, et al.. Constraints on the Origin of Cosmic Rays above 10^18 eV from Large-scale Anisotropy Searches in Data of the Pierre Auger Observatory. Astrophysical Journal Letters, 2013, 762, pp.L13. ⟨10.1088/2041-8205/762/1/L13⟩. ⟨in2p3-00765875⟩
  • P. Abreu, J. Aublin, A. Belletoile, P. Billoir, L. Caccianiga, et al.. Interpretation of the Depths of Maximum of Extensive Air Showers Measured by the Pierre Auger Observatory. Journal of Cosmology and Astroparticle Physics, Institute of Physics (IOP), 2013, 02, pp.026. ⟨10.1088/1475-7516/2013/02/026⟩. ⟨in2p3-00782043⟩
  • P. Abreu, M. Avenier, C. Bérat, S. Le Coz, D. Lebrun, et al.. Techniques for Measuring Aerosol Attenuation using the Central Laser Facility at the Pierre Auger Observatory. Journal of Instrumentation, IOP Publishing, 2013, 8, pp.P04009. ⟨10.1088/1748-0221/8/04/P04009⟩. ⟨in2p3-00804366⟩
  • P. Abreu, M. Aglietta, E.J. Ahn, I.F.M. Albuquerque, D. Allard, et al.. Search for signatures of magnetically-induced alignment in the arrival directions measured by the Pierre Auger Observatory. Astroparticle Physics, Elsevier, 2012, 35, pp.354-361. ⟨10.1016/j.astropartphys.2011.10.004⟩. ⟨in2p3-00636914⟩
  • P. Abreu, M. Aglietta, E.J. Ahn, I.F.M. Albuquerque, D. Allard, et al.. 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]. Astroparticle Physics, Elsevier, 2012, 35, pp.681-684. ⟨10.1016/j.astropartphys.2012.02.005⟩. ⟨in2p3-00677455⟩
  • P. Abreu, M. Aglietta, M. Ahlers, E. J. Ahn, I. F. M. Albuquerque, et al.. Description of Atmospheric Conditions at the Pierre Auger Observatory using the Global Data Assimilation System (GDAS). Astroparticle Physics, Elsevier, 2012, 35, pp.591-607. ⟨10.1016/j.astropartphys.2011.12.002⟩. ⟨in2p3-00659060⟩
  • P. Abreu, M. Aglietta, M. Ahlers, E. J. Ahn, I. F. M. Albuquerque, et al.. 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. Astrophysical Journal Letters, 2012, 755, pp.L4. ⟨10.1088/2041-8205/755/1/L4⟩. ⟨in2p3-00720606⟩
  • P. Abreu, M. Aglietta, M. Ahlers, E. J. Ahn, I. F. M. Albuquerque, et al.. A search for anisotropy in the arrival directions of ultra high energy cosmic rays recorded at the Pierre Auger Observatory. Journal of Cosmology and Astroparticle Physics, Institute of Physics (IOP), 2012, 04, pp.040. ⟨10.1088/1475-7516/2012/04/040⟩. ⟨in2p3-00693287⟩
  • P. Abreu, M. Avenier, C. Bérat, J. Chauvin, D.H. Koang, et al.. Measurement of the proton-air cross-section at $\sqrt{s}=57$ TeV with the Pierre Auger Observatory. Physical Review Letters, American Physical Society, 2012, 109, pp.062002. ⟨10.1103/PhysRevLett.109.062002⟩. ⟨in2p3-00723317⟩
  • P. Abreu, M. Aglietta, M. Ahlers, E. J. Ahn, I. F. M. Albuquerque, et al.. Large-scale Distribution of Arrival Directions of Cosmic Rays Detected Above 10^18 eV at the Pierre Auger Observatory. Astrophysical Journal Supplement, American Astronomical Society, 2012, 203, pp.34. ⟨10.1088/0067-0049/203/2/34⟩. ⟨in2p3-00763113⟩
  • P. Abreu, M. Aglietta, M. Ahlers, E. J. Ahn, I. F. M. Albuquerque, et al.. A Search for Point Sources of EeV Neutrons. Astrophysical Journal, American Astronomical Society, 2012, 760, pp.148. ⟨10.1088/0004-637X/760/2/148⟩. ⟨in2p3-00755077⟩
  • P. Abreu, M. Aglietta, M. Ahlers, E. J. Ahn, I. F. M. Albuquerque, et al.. Antennas for the Detection of Radio Emission Pulses from Cosmic-Ray induced Air Showers at the Pierre Auger Observatory. Journal of Instrumentation, IOP Publishing, 2012, 7, pp.P10011. ⟨10.1088/1748-0221/7/10/P10011⟩. ⟨in2p3-00733587⟩
  • P. Abreu, M. Aglietta, M. Ahlers, E. J. Ahn, I. F. M. Albuquerque, et al.. The Rapid Atmospheric Monitoring System of the Pierre Auger Observatory. Journal of Instrumentation, IOP Publishing, 2012, 7, pp.P09001. ⟨10.1088/1748-0221/7/09/P09001⟩. ⟨in2p3-00723319⟩
  • P. Abreu, M. Avenier, C. Berat, J. Chauvin, D.H. Koang, et al.. Results of a self-triggered prototype system for radio-detection of extensive air showers at the Pierre Auger Observatory. Journal of Instrumentation, IOP Publishing, 2012, 7, pp.P11023. ⟨10.1088/1748-0221/7/11/P11023⟩. ⟨in2p3-00748795⟩
  • P. Abreu, M. Aglietta, E.J. Ahn, I.F.M. Albuquerque, D. Allard, et al.. The Lateral Trigger Probability function for the Ultra-High Energy Cosmic Ray Showers detected by the Pierre Auger Observatory. Astroparticle Physics, Elsevier, 2011, 35, pp.266-276. ⟨10.1016/j.astropartphys.2011.08.001⟩. ⟨in2p3-00614822⟩
  • P. Abreu, M. Aglietta, E.J. Ahn, D. Allard, I. Allekotte, et al.. The exposure of the hybrid detector of the Pierre Auger Observatory. Astroparticle Physics, Elsevier, 2011, 34, pp.368-381. ⟨10.1016/j.astropartphys.2010.10.001⟩. ⟨in2p3-00528444⟩
  • P. Abreu, M. Aglietta, E.J. Ahn, I.F.M. Albuquerque, D. Allard, et al.. Search for First Harmonic Modulation in the Right Ascension Distribution of Cosmic Rays Detected at the Pierre Auger Observatory. Astroparticle Physics, Elsevier, 2011, 34, pp.627-639. ⟨10.1016/j.astropartphys.2010.12.007⟩. ⟨in2p3-00551804⟩
  • P. Abreu, M. Aglietta, E. J. Ahn, I. F. M. Albuquerque, D. Allard, et al.. Advanced functionality for radio analysis in the Offline software framework of the Pierre Auger Observatory. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Elsevier, 2011, 635, pp.92-102. ⟨10.1016/j.nima.2011.01.049⟩. ⟨in2p3-00559624⟩
  • P. Abreu, M. Aglietta, E. J. Ahn, I. F. M. Albuquerque, D. Allard, et al.. The effect of the geomagnetic field on cosmic ray energy estimates and large scale anisotropy searches on data from the Pierre Auger Observatory. Journal of Cosmology and Astroparticle Physics, Institute of Physics (IOP), 2011, 11, pp.022. ⟨10.1088/1475-7516/2011/11/022⟩. ⟨in2p3-00647283⟩
  • P. Abreu, M. Aglietta, E. J. Ahn, I. F. M. Albuquerque, D. Allard, et al.. Anisotropy and chemical composition of ultra-high energy cosmic rays using arrival directions measured by the Pierre Auger Observatory. Journal of Cosmology and Astroparticle Physics, Institute of Physics (IOP), 2011, 06, pp.022. ⟨10.1088/1475-7516/2011/06/022⟩. ⟨in2p3-00601127⟩
  • P. Abreu, M. Aglietta, E. J. Ahn, I. F. M. Albuquerque, D. Allard, et al.. Search for ultrahigh energy neutrinos in highly inclined events at the Pierre Auger Observatory. Physical Review D, American Physical Society, 2011, 84, pp.122005. ⟨10.1103/PHYSREVD.84.122005⟩. ⟨in2p3-00656444⟩
  • P. Abreu, M. Aglietta, E.J. Ahn, D. Allard, I. Allekotte, et al.. The Pierre Auger Observatory scaler mode for the study of solar activity modulation of galactic cosmic rays. Journal of Instrumentation, IOP Publishing, 2011, 6, pp.P01003. ⟨10.1088/1748-0221/6/01/P01003⟩. ⟨in2p3-00562044⟩
  • P. Abreu, M. Aglietta, E. J. Ahn, D. Allard, I. Allekotte, et al.. Update on the correlation of the highest energy cosmic rays with nearby extragalactic matter. Astroparticle Physics, Elsevier, 2010, 34, pp.314-326. ⟨10.1016/j.astropartphys.2010.08.010⟩. ⟨in2p3-00523359⟩

Conference papers18 documents

  • Guillaume Gautier, R. Bardenet, Michal Valko. On two ways to use determinantal point processes for Monte Carlo integration. ICML workshop on Negative Dependence in Machine Learning, 2019, Long Beach, CA, United States. ⟨hal-02160382⟩
  • R. Bardenet, Pierre Chainais, Julien Flamant, Adrien Hardy. A correspondence between zeros of time-frequency transforms and Gaussian analytic functions. SampTA 2019 - 13th International conference on sampling theory and applications, Aug 2019, Bordeaux, France. ⟨hal-02091672⟩
  • R. Bardenet, Adrien Hardy. From random matrices to Monte Carlo integration via Gaussian quadrature. IEEE Statistical Signal processing workshop, 2018, Freiburg, Germany. ⟨hal-01882393⟩
  • Guillaume Gautier, Rémi Bardenet, Michal Valko. Zonotope hit-and-run for efficient sampling from projection DPPs. International Conference on Machine Learning, 2017, Sydney, Australia. ⟨hal-01526577v2⟩
  • Rémi Bardenet, Michalis Titsias. Inference for determinantal point processes without spectral knowledge. Neural Information Processing Systems (NIPS), Dec 2015, Montréal, Canada. ⟨hal-01245315⟩
  • Rémi Bardenet, Arnaud Doucet, Chris Holmes. Towards scaling up Markov chain Monte Carlo: an adaptive subsampling approach. International Conference on Machine Learning (ICML), 2014, Beijing, China. pp.405-413. ⟨hal-01254232⟩
  • Antoine Letessier-Selvon, For The Pierre Auger Collaboration, A. Aab, P. Abreu, M. Aglietta, et al.. Highlights from the Pierre Auger Observatory. 33rd International Cosmic Ray Conference (ICRC2013), Jul 2013, Rio de Janeiro, Brazil. ⟨in2p3-00923571⟩
  • R. Bardenet, M. Brendel, Balázs Kégl, M. Sebag. Collaborative hyperparameter tuning. 30th International Conference on Machine Learning (ICML 2013), Jun 2013, Atlanta, United States. pp.199-207. ⟨in2p3-00907381⟩
  • R. Bardenet, O. Cappé, Gersende Fort, Balázs Kégl. Adaptive Metropolis with online relabeling. N. Lawrence, M. Girolami. Fifteenth International Conference on Artificial Intelligence and Statistics, Apr 2012, La Palma, Spain. 22, pp.91-99, 2012. 〈in2p3-00698479〉
  • R. Bardenet. Monte Carlo methods. IN2P3 School of Statistics (SOS2012), May 2012, Autrans, France. pp.022002, ⟨10.1051/epjconf/20135502002⟩. ⟨in2p3-00846142⟩
  • R. Bardenet, Balázs Kégl. An adaptive Monte-Carlo Markov chain algorithm for inference from mixture signals. 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⟩. ⟨in2p3-00714497⟩
  • P. Abreu, M. Aglietta, E. J. Ahn, I. F. M. Albuquerque, D. Allard, et al.. The Pierre Auger Observatory I: The Cosmic Ray Energy Spectrum and Related Measurements. 32nd International Cosmic Ray Conference (ICRC2011), 2011, Beijing, China. ⟨in2p3-00616470⟩
  • P. Abreu, D. Allard, A. Bellétoile, A. Creusot, G. Decerprit, et al.. The Pierre Auger Observatory II: Studies of Cosmic Ray Composition and Hadronic Interaction models. 32nd International Cosmic Ray Conference - ICRC 2011, 2011, Beijing, China. ⟨in2p3-00630600⟩
  • P. Abreu, D. Allard, A. Bellétoile, A. Creusot, Richard Dallier, et al.. The Pierre Auger Observatory IV: Operation and Monitoring. 32nd International Cosmic Ray Conference - ICRC 2011, 2011, Beijing, China. ⟨in2p3-00630621⟩
  • James Bergstra, R. Bardenet, Yoshua Bengio, Balázs Kégl. Algorithms for Hyper-Parameter Optimization. 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Dec 2011, Granada, Spain. ⟨hal-00642998⟩
  • P. Abreu, D. Allard, A. Aminaei, J. Aublin, R. Bardenet, et al.. The Pierre Auger Observatory V: Enhancements. 32nd International Cosmic Ray Conference (ICRC2011), Aug 2011, Beijing, China. ⟨in2p3-00616493⟩
  • P. Abreu, D. Allard, A. Bellétoile, A. Creusot, Richard Dallier, et al.. The Pierre Auger Observatory III: Other Astrophysical Observations. 32nd International Cosmic Ray Conference - ICRC 2011, 2011, Beijing, China. ⟨in2p3-00630613⟩
  • R. Bardenet, Balázs Kégl. Surrogating the surrogate: accelerating Gaussian-process-based global optimization with a mixture cross-entropy algorithm. 27th International Conference on Machine Learning (ICML 2010), Jun 2010, Haifa, Israel. pp.55-62. ⟨in2p3-00580438⟩

Poster communications2 documents

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

Preprints, Working Papers, ...6 documents

  • Ayoub Belhadji, R. Bardenet, Pierre Chainais. Kernel quadrature with DPPs. 2019. ⟨hal-02161143⟩
  • Ayoub Belhadji, R. Bardenet, Pierre Chainais. A determinantal point process for column subset selection. 2018. ⟨hal-01966298⟩
  • Guillaume Gautier, Rémi Bardenet, Michal Valko. DPPy: Sampling Determinantal Point Processes with Python. 2018. ⟨hal-01879424⟩
  • Rémi Bardenet, Odalric-Ambrym Maillard. A note on replacing uniform subsampling by random projections in MCMC for linear regression of tall datasets. 2015. ⟨hal-01248841⟩
  • The Telescope Array, T. Abu-Zayyad, M. Allen, R. Anderson, R. Azuma, et al.. Pierre Auger Observatory and Telescope Array: Joint Contributions to the 33rd International Cosmic Ray Conference (ICRC 2013). 2013. ⟨in2p3-00908726⟩
  • Richard Dallier, R. Bardenet, S. Gambetta, H. Lyberis, C. Macolino. Radio spectrum measurements at Auger, part 2. 2010. ⟨hal-01114652⟩

Theses1 document

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