Balazs KEGL

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Rémi BardenetCNRS, CRIStAL, Ecole Centrale Lille, Univ. Lille, FranceVerified email at ec-lille.fr
James BergstraPrincipal Engineer, Ocado TechnologyVerified email at ocado.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Balázs PappBiological Research Centre & HCEMM, Szeged, HungaryVerified email at brc.hu
Balazs BogosLonza Ltd, Visp, SwitzerlandVerified email at lonza.com
Csaba PalBiological Research Center, HungaryVerified email at brc.hu
Balázs SzappanosBiological Research Centre of the Hungarian Academy of SciencesVerified email at brc.hu
Bálint CsörgőHUN-REN Biological Research CentreVerified email at embl.de
Viktória LázárSynthetic and Systems Biology Unit, Biological Research Centre, SzegedVerified email at brc.hu
Houari SahraouiProfessor of Computer Science, Université de MontréalVerified email at iro.umontreal.ca
Salah BouktifFull Professor of Software Engineering, UAE UniversityVerified email at uaeu.ac.ae
Donald C Wunsch IIMissouri University of Science and TechnologyVerified email at mst.edu
Alexander N. GorbanProfessor of Applied Mathematics, University of Leicester, UKVerified email at le.ac.uk
Andrei ZinovyevIn silico R&D EvotecVerified email at evotec.com
György Szarvas (Gyuri)Principal ML/NLP Scientist @ AmazonVerified email at amazon.com
Darko VebericKarlsruhe Institute of Technology, Institute for Astroparticle Physics, Karlsruhe, GermanyVerified email at kit.edu
Dumitru ErhanDirector of Research @ Google DeepMindVerified email at google.com
Gyorgy PosfaiBiol Res Centre Hung Acad Sci, SzegedVerified email at brc.mta.hu
Sébastien GambsUniversité du Québec à Montréal (UQAM)Verified email at uqam.ca
Esma AimeurProfessor of Computer Science, University of MontrealVerified email at iro.umontreal.ca

Balazs KEGL

Research scientist, Paris AI leader, Noah's Ark Lab, Huawei Research

Verified email at huawei.com - Homepage

machine learning data mining astroparticle physics


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Algorithms for hyper-parameter optimization J Bergstra, R Bardenet, Y Bengio, B Kégl Advances in neural information processing systems 24, 2011	7104	2011
Correlation of the highest-energy cosmic rays with nearby extragalactic objects PA Collaboration Science 318 (5852), 938-943, 2007	1523*	2007
Observation of the suppression of the flux of cosmic rays above 4× 10 19 eV J Abraham, P Abreu, M Aglietta, C Aguirre, D Allard, I Allekotte, J Allen, ... Physical review letters 101 (6), 061101, 2008	1166	2008
The Pierre Auger cosmic ray observatory PA Collaboration Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2015	1145*	2015
Measurement of the Depth of Maximum of Extensive Air Showers above J Abraham, P Abreu, M Aglietta, EJ Ahn, D Allard, I Allekotte, J Allen, ... Physical review letters 104 (9), 091101, 2010	826	2010
Measurement of the energy spectrum of cosmic rays above 1018 eV using the Pierre Auger Observatory J Abraham, P Abreu, M Aglietta, EJ Ahn, D Allard, J Allen, J Alvarez-Muniz, ... Physics Letters B 685 (4-5), 239-246, 2010	820	2010
Depth of maximum of air-shower profiles at the Pierre Auger Observatory. I. Measurements at energies above A Aab, P Abreu, M Aglietta, EJ Ahn, I Al Samarai, IFM Albuquerque, ... Physical Review D 90 (12), 122005, 2014	720*	2014
Principal manifolds for data visualization and dimension reduction AN Gorban, B Kégl, DC Wunsch, AY Zinovyev Springer 58, 96-130, 2008	690	2008
The fluorescence detector of the Pierre Auger Observatory J Abraham, P Abreu, M Aglietta, C Aguirre, EJ Ahn, D Allard, I Allekotte, ... Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2010	681	2010
Correlation of the highest-energy cosmic rays with the positions of nearby active galactic nuclei J Abraham, P Abreu, M Aglietta, C Aguirre, D Allard, I Allekotte, J Allen, ... Astroparticle Physics 29 (3), 188-204, 2008	615	2008
Update on the correlation of the highest energy cosmic rays with nearby extragalactic matter P Abreu, M Aglietta, EJ Ahn, D Allard, I Allekotte, J Allen, JA Castillo, ... Astroparticle Physics 34 (5), 314-326, 2010	535	2010
Collaborative hyperparameter tuning R Bardenet, M Brendel, B Kégl, M Sebag International conference on machine learning, 199-207, 2013	528	2013
Learning and design of principal curves B Kégl, A Krzyzak, T Linder, K Zeger IEEE transactions on pattern analysis and machine intelligence 22 (3), 281-297, 2000	484	2000
Depth of maximum of air-shower profiles at the Pierre Auger Observatory. II. Composition implications A Aab, P Abreu, M Aglietta, EJ Ahn, I Al Samarai, IFM Albuquerque, ... Physical Review D 90 (12), 122006, 2014	479	2014
Muons in air showers at the Pierre Auger Observatory: Mean number in highly inclined events A Aab, P Abreu, M Aglietta, EJ Ahn, I Al Samarai, IFM Albuquerque, ... Physical Review D 91 (3), 032003, 2015	427	2015
Measurement of the Proton-Air Cross Section at s<? format?>=<? format?> 57 TeV<? format?> with the Pierre Auger Observatory P Abreu, M Aglietta, EJ Ahn, IFM Albuquerque, D Allard, I Allekotte, ... Physical review letters 109 (6), 062002, 2012	421	2012
Trigger and aperture of the surface detector array of the Pierre Auger Observatory J Abraham, P Abreu, M Aglietta, EJ Ahn, D Allard, I Allekotte, J Allen, ... Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2010	421	2010
Aggregate features and ADABOOST for music classification J Bergstra, N Casagrande, D Erhan, D Eck, B Kégl Machine learning 65, 473-484, 2006	412	2006
Bacterial evolution of antibiotic hypersensitivity V Lázár, G Pal Singh, R Spohn, I Nagy, B Horváth, M Hrtyan, ... Molecular systems biology 9 (1), 700, 2013	378	2013
Upper limit on the cosmic-ray photon flux above 1019 eV using the surface detector of the Pierre Auger Observatory J Abraham, P Abreu, M Aglietta, C Aguirre, D Allard, I Allekotte, J Allen, ... Astroparticle Physics 29 (4), 243-256, 2008	354	2008

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