Nombre de documents

58


Article dans une revue34 documents

  • 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, 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, 2016, 〈10.12688/wellcomeopenres.9945.1〉. 〈hal-01580351〉
  • 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〉
  • 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〉
  • 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〉
  • 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, B. 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, 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, 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, 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, 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, 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, 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, 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.. 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.. 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. 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.. 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. 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.. 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 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, 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, 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, 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〉

Communication dans un congrès15 documents

  • 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. Proceedings of the Neural Information Processing Systems Conference. 〈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, Proceedings of the 31st International Conference on Machine Learning (ICML). 〈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, B. Kégl, M. Sebag. Collaborative hyperparameter tuning. Sanjoy Dasgupta and David McAllester. 30th International Conference on Machine Learning (ICML 2013), Jun 2013, Atlanta, United States. Acm Press, 28, pp.199-207, 2013. 〈in2p3-00907381〉
  • R. Bardenet. Monte Carlo methods. T. Delemontex and A. Lucotte. IN2P3 School of Statistics (SOS2012), May 2012, Autrans, France. EDP Sciences, 55, pp.022002, 2013, 〈10.1051/epjconf/20135502002〉. 〈in2p3-00846142〉
  • R. Bardenet, O. CappÉ, G. Fort, B. 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〉
  • 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, R. Dallier, et al.. The Pierre Auger Observatory III: Other Astrophysical Observations. 32nd International Cosmic Ray Conference - ICRC 2011, 2011, Beijing, China. 〈in2p3-00630613〉
  • P. Abreu, D. Allard, A. Bellétoile, A. Creusot, R. Dallier, et al.. The Pierre Auger Observatory IV: Operation and Monitoring. 32nd International Cosmic Ray Conference - ICRC 2011, 2011, Beijing, China. 〈in2p3-00630621〉
  • 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. 2011. 〈in2p3-00616493〉
  • 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. 2011. 〈in2p3-00616470〉
  • R. Bardenet, B. Kégl. An adaptive Monte-Carlo Markov chain algorithm for inference from mixture signals. Liliana Teodorescu, David Britton, Nigel Glover, Gudrun Heinrich, Jérôme Lauret, Axel Naumann, Thomas Speer, Pedro Teixeira-Dias. 14th International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2011), Sep 2011, Uxbridge, United Kingdom. IOP Publishing, 368, pp.012044, 2012, 〈10.1088/1742-6596/368/1/012044〉. 〈in2p3-00714497〉
  • James Bergstra, R. Bardenet, Yoshua Bengio, Balázs Kégl. Algorithms for Hyper-Parameter Optimization. J. Shawe-Taylor, R.S. Zemel, P. Bartlett, F. Pereira, K.Q. Weinberger. 25th Annual Conference on Neural Information Processing Systems (NIPS 2011), Dec 2011, Granada, Spain. Neural Information Processing Systems Foundation, 24, 2011, Advances in Neural Information Processing Systems. 〈hal-00642998〉
  • R. Bardenet, B. Kégl. Surrogating the surrogate: accelerating Gaussian-process-based global optimization with a mixture cross-entropy algorithm. J. Fürnkranz, T. Joachims. 27th International Conference on Machine Learning (ICML 2010), Jun 2010, Haifa, Israel. Omnipress, pp.55-62, 2010. 〈in2p3-00580438〉

Poster2 documents

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

Pré-publication, Document de travail6 documents

  • Rémi Bardenet, Frédéric Lavancier, Xavier Mary, Aurélien Vasseur. On a few statistical applications of determinantal point processes. To appear in ESAIM: proceedings and surveys. 2017. 〈hal-01580353v2〉
  • Rémi Bardenet, Julien Flamant, Pierre Chainais. On the zeros of the spectrogram of white noise. 2017. 〈hal-01572207〉
  • Rémi Bardenet, Adrien Hardy. Monte Carlo with Determinantal Point Processes. 2016. 〈hal-01311263〉
  • 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). SUBATECH-Astro; LAL 13-403. Joint contributions of the Pierre Auger and Telescope Array Collaborations to the 33rd Internatio.. 2013. 〈in2p3-00908726〉
  • R. Dallier, R. Bardenet, S. Gambetta, H. Lyberis, C. Macolino. Radio spectrum measurements at Auger, part 2. SUBATECH-Astro; GAP-2010-032. 2010. 〈hal-01114652〉

Thèse1 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〉