Michal Valko
Michal Valko
DeepMind/Paris, Inria/SequeL, ENS/MVA
Verified email at deepmind.com - Homepage
TitleCited byYear
Outlier detection for patient monitoring and alerting
M Hauskrecht, I Batal, M Valko, S Visweswaran, GF Cooper, G Clermont
Journal of Biomedical Informatics, 2013
892013
Stochastic simultaneous optimistic optimization
M Valko, A Carpentier, R Munos
International Conference on Machine Learning, 2013
662013
Spectral bandits for smooth graph functions
M Valko, R Munos, B Kveton, T Kocák
International Conference on Machine Learning, 2014
632014
Finite-time analysis of kernelised contextual bandits
M Valko, N Korda, R Munos, I Flaounas, N Cristianini
Uncertainty in Artificial Intelligence, 2013
552013
Efficient learning by implicit exploration in bandit problems with side observations
T Kocák, G Neu, M Valko, R Munos
Neural Information Processing Systems, 2014
502014
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
462010
Online influence maximization under independent cascade model with semi-bandit feedback
Z Wen, B Kveton, M Valko, S Vaswani
Neural Information Processing Systems, 2017
42*2017
Black-box optimization of noisy functions with unknown smoothness
JB Grill, M Valko, R Munos
Neural Information Processing Systems, 2015
402015
Simple regret for infinitely many armed bandits
A Carpentier, M Valko
International Conference on Machine Learning, 2015
402015
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
372010
Evidence-based anomaly detection in clinical domains
M Hauskrecht, M Valko, B Kveton, S Visweswaran, GF Cooper
AMIA Annual Symposium Proceedings 2007, 319, 2007
372007
Online semi-supervised learning on quantized graphs
M Valko, B Kveton, L Huang, D Ting
Uncertainty in Artificial Intelligence, 2010
362010
Feature importance analysis for patient management decisions
M Valko, M Hauskrecht
International Congress on Medical Informatics, 2010
322010
Revealing graph bandits for maximizing local influence
A Carpentier, M Valko
292016
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
292011
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
272007
Bandits attack function optimization
P Preux, R Munos, M Valko
IEEE Congress on Evolutionary Computation, 2014
262014
Extreme bandits
A Carpentier, M Valko
Neural Information Processing Systems, 2014
232014
Spectral Thompson Sampling
T Kocák, M Valko, R Munos, S Agrawal
AAAI Conference on Artificial Intelligence, 2014
222014
Bayesian policy gradient and actor-critic algorithms
M Ghavamzadeh, Y Engel, M Valko
Journal of Machine Learning Research 17 (66), 1-53, 2016
202016
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Articles 1–20