Francis Bach

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Jean PonceEcole Normale Superieure/PSL Research UniversityEmail yang diverifikasi di ens.fr
Julien MairalInria - Univ. Grenoble AlpesEmail yang diverifikasi di inria.fr
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyEmail yang diverifikasi di cs.berkeley.edu
Rodolphe JENATTONCTO at BioptimusEmail yang diverifikasi di bioptimus.com
Guillaume ObozinskiSwiss Data Science Center, EPFL & ETH ZurichEmail yang diverifikasi di epfl.ch
Jean-Philippe VertOwkin / PSL UniversityEmail yang diverifikasi di owkin.com
Nicolas Le RouxMcGill, UdeMEmail yang diverifikasi di le-roux.name
Alexandre d'AspremontCNRS & Ecole Normale Supérieure, ParisEmail yang diverifikasi di di.ens.fr
Mark SchmidtProfessor of Computer Science, University of British ColumbiaEmail yang diverifikasi di cs.ubc.ca
Simon Lacoste-JulienAssociate Professor - Canada CIFAR AI Chair, University of Montreal / MilaEmail yang diverifikasi di iro.umontreal.ca
Kenji FukumizuThe Institute of Statistical MathematicsEmail yang diverifikasi di ism.ac.jp
Andrew ZissermanUniversity of OxfordEmail yang diverifikasi di robots.ox.ac.uk
Eric MoulinesProfesseur, Ecole Polytechnique, Membre de l'Académie des SciencesEmail yang diverifikasi di polytechnique.edu
Armand JoulinGoogle DeepMindEmail yang diverifikasi di google.com
Stéphane CanuProfessor of Data Science, INSA Rouen NormandyEmail yang diverifikasi di insa-rouen.fr
Zaid HarchaouiUniversity of WashingtonEmail yang diverifikasi di uw.edu
David BleiProfessor of Statistics and Computer Science, Columbia UniversityEmail yang diverifikasi di columbia.edu
Sylvain ArlotUniversité Paris-SaclayEmail yang diverifikasi di universite-paris-saclay.fr
Gert LanckrietProfessor, UCSDEmail yang diverifikasi di eng.ucsd.edu

Ikuti

Francis Bach

Inria - Ecole Normale Supérieure

Email yang diverifikasi di inria.fr - Beranda

Machine Learning Optimization


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
Online learning for matrix factorization and sparse coding. J Mairal, F Bach, J Ponce, G Sapiro Journal of Machine Learning Research 11 (1), 2010	3133	2010
Online dictionary learning for sparse coding J Mairal, F Bach, J Ponce, G Sapiro Proceedings of the 26th annual international conference on machine learning …, 2009	2768	2009
Kernel independent component analysis FR Bach, MI Jordan Journal of machine learning research 3 (Jul), 1-48, 2002	2575	2002
Online learning for latent dirichlet allocation M Hoffman, F Bach, D Blei advances in neural information processing systems 23, 2010	2310	2010
SAGA: A fast incremental gradient method with support for non-strongly convex composite objectives A Defazio, F Bach, S Lacoste-Julien Advances in neural information processing systems 27, 1646-1654, 2014	2218	2014
Non-local sparse models for image restoration J Mairal, F Bach, J Ponce, G Sapiro, A Zisserman 2009 IEEE 12th International Conference on Computer Vision (ICCV), 2272-2279, 2009	2157	2009
Multiple kernel learning, conic duality, and the SMO algorithm FR Bach, GRG Lanckriet, MI Jordan Proceedings of the twenty-first international conference on Machine learning, 6, 2004	1992	2004
SimpleMKL A Rakotomamonjy, F Bach, S Canu, Y Grandvalet Journal of Machine Learning Research 9, 2491-2521, 2008	1855	2008
Minimizing finite sums with the stochastic average gradient M Schmidt, N Le Roux, F Bach Mathematical Programming 162, 83-112, 2017	1464	2017
Minimizing finite sums with the stochastic average gradient M Schmidt, N Le Roux, F Bach Mathematical Programming 162, 83-112, 2017	1464	2017
Minimizing finite sums with the stochastic average gradient M Schmidt, N Le Roux, F Bach Mathematical Programming 162, 83-112, 2017	1464	2017
Learning mid-level features for recognition YL Boureau, F Bach, Y LeCun, J Ponce 2010 IEEE Computer Society Conference on Computer Vision and Pattern …, 2010	1461	2010
Supervised dictionary learning J Mairal, J Ponce, G Sapiro, A Zisserman, F Bach Advances in neural information processing systems 21, 2008	1453	2008
Optimization with sparsity-inducing penalties F Bach, R Jenatton, J Mairal, G Obozinski Foundations and Trends® in Machine Learning 4 (1), 1-106, 2012	1347	2012
A stochastic gradient method with an exponential convergence rate for finite training sets N Le Roux, MW Schmidt, FR Bach Advances in Neural Information Processing Systems 25, 3-6, 2013	1093	2013
A Stochastic Gradient Method with an Exponential Convergence _Rate for Finite Training Sets N Roux, M Schmidt, F Bach Advances in Neural Information Processing Systems 25, 2012	1093	2012
A stochastic gradient method with an exponential convergence _rate for finite training sets N Roux, M Schmidt, F Bach Advances in neural information processing systems 25, 2663-2671, 2012	1093	2012
Task-driven dictionary learning J Mairal, F Bach, J Ponce IEEE transactions on pattern analysis and machine intelligence 34 (4), 791-804, 2011	1049	2011
Optimization for Machine Learning F Bach, R Jenatton, J Mairal, G Obozinski, M Andersen, J Dahl, Z Liu, ... MIT Press, 2011	1029*	2011
On Lazy Training in Differentiable Programming L Chizat, E Oyallon, F Bach Advances in Neural Information Processing Systems 32, 2937-2947, 2019	1003	2019

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