Michal Valko - Google Scholar

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	All	Since 2015
Citations	1434	1231
h-index	21	19
i10-index	43	39

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2010201120122013201420152016201720182019202016 37 24 60 55 102 133 159 194 297 341

Co-authors

Rémi MunosDeepMindVerified email at inria.fr
Alessandro LazaricResearch Scientist, Facebook Artificial Intelligence ResearchVerified email at inria.fr
Milos HauskrechtProfessor of Computer Science, University of PittsburghVerified email at pitt.edu
Branislav KvetonGoogle ResearchVerified email at google.com
Daniele CalandrielloResearch Scientist, DeepMindVerified email at google.com
Alexandra CarpentierOvGU MagdeburgVerified email at ovgu.de
Gregory CooperProfessor of Biomedical Informatics, University of PittsburghVerified email at pitt.edu
Tomáš KocákENS de LyonVerified email at ens-lyon.fr
Shyam VisweswaranAssociate Professor of Biomedical Informatics, University of PittsburghVerified email at pitt.edu
Emilie KaufmannCNRS & Univ. Lille (CRIStAL)Verified email at inria.fr
Jean-bastien GrillVerified email at google.com
Gergely NeuArtificial Intelligence and Machine Learning group, Universitat Pompeu FabraVerified email at upf.edu
Rémi BardenetCNRS, CRIStAL, Ecole Centrale Lille, Univ. Lille, FranceVerified email at ec-lille.fr
Guillaume GautierPostdoctoral researcher, at GIPSA-labVerified email at gipsa-lab.fr
Zheng WenDeepMindVerified email at google.com
Richard PelikanPostdoctoral Research Associate, University of Southern CaliforniaVerified email at usc.edu
Mohammad GhavamzadehGoogle ResearchVerified email at inria.fr
Pierre MénardINRIAVerified email at inria.fr
Ling HuangAHI FintechVerified email at cs.berkeley.edu
Iyad BatalResearch Scientist, MicrosoftVerified email at microsoft.com

Michal Valko

DeepMind, Paris & Inria France & ENS, MVA

Verified email at deepmind.com - Homepage

machine learning reinforcement learning online learning active learning graphs


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Outlier detection for patient monitoring and alerting M Hauskrecht, I Batal, M Valko, S Visweswaran, GF Cooper, G Clermont Journal of Biomedical Informatics, 2013	114	2013
Stochastic simultaneous optimistic optimization M Valko, A Carpentier, R Munos International Conference on Machine Learning, 2013	81	2013
Finite-time analysis of kernelised contextual bandits M Valko, N Korda, R Munos, I Flaounas, N Cristianini Uncertainty in Artificial Intelligence, 2013	76	2013
Spectral bandits for smooth graph functions M Valko, R Munos, B Kveton, T Kocák International Conference on Machine Learning, 2014	74	2014
Efficient learning by implicit exploration in bandit problems with side observations T Kocák, G Neu, M Valko, R Munos Neural Information Processing Systems, 2014	63	2014
Online influence maximization under independent cascade model with semi-bandit feedback Z Wen, B Kveton, M Valko, S Vaswani Neural Information Processing Systems, 2017	54*	2017
Conditional outlier detection for clinical alerting M Hauskrecht, M Valko, I Batal, G Clermont, S Visweswaran, GF Cooper AMIA annual symposium proceedings 2010, 286, 2010	52	2010
Black-box optimization of noisy functions with unknown smoothness JB Grill, M Valko, R Munos Neural Information Processing Systems, 2015	51	2015
Simple regret for infinitely many armed bandits A Carpentier, M Valko International Conference on Machine Learning, 2015	46	2015
Evidence-based anomaly detection in clinical domains M Hauskrecht, M Valko, B Kveton, S Visweswaran, GF Cooper AMIA Annual Symposium Proceedings 2007, 319, 2007	40	2007
Online semi-supervised learning on quantized graphs M Valko, B Kveton, L Huang, D Ting Uncertainty in Artificial Intelligence, 2010	39	2010
Semi-supervised learning with max-margin graph cuts B Kveton, M Valko, A Rahimi, L Huang International Conference on Artificial Intelligence and Statistics, 421-428, 2010	39	2010
Feature importance analysis for patient management decisions M Valko, M Hauskrecht International Congress on Medical Informatics, 2010	34	2010
Identification of microbial and proteomic biomarkers in early childhood caries TC Hart, PM Corby, M Hauskrecht, O Hee Ryu, R Pelikan, M Valko, ... International journal of dentistry 2011, 2011	33	2011
Bandits attack function optimization P Preux, R Munos, M Valko IEEE Congress on Evolutionary Computation, 2014	31	2014
Feature selection and dimensionality reduction in genomics and proteomics M Hauskrecht, R Pelikan, M Valko, J Lyons-Weiler Fundamentals of data mining in genomics and proteomics, 149-172, 2007	31	2007
Revealing graph bandits for maximizing local influence A Carpentier, M Valko	30	2016
Extreme bandits A Carpentier, M Valko Neural Information Processing Systems, 2014	29	2014
Bayesian policy gradient and actor-critic algorithms M Ghavamzadeh, Y Engel, M Valko Journal of Machine Learning Research 17 (66), 1-53, 2016	24	2016
Spectral Thompson sampling T Kocák, M Valko, R Munos, S Agrawal AAAI Conference on Artificial Intelligence, 2014	23	2014

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