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Michal Valko
Michal Valko
DeepMind Paris & Inria France & ENS MVA
Adresse e-mail validée de deepmind.com - Page d'accueil
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Année
Bootstrap your own latent: A new approach to self-supervised learning
JB Grill, F Strub, F Altché, C Tallec, PH Richemond, E Buchatskaya, ...
Neural Information Processing Systems, 2020
13802020
Finite-time analysis of kernelised contextual bandits
M Valko, N Korda, R Munos, I Flaounas, N Cristianini
Uncertainty in Artificial Intelligence, 2013
1562013
Outlier detection for patient monitoring and alerting
M Hauskrecht, I Batal, M Valko, S Visweswaran, GF Cooper, G Clermont
Journal of Biomedical Informatics, 2013
1372013
Stochastic simultaneous optimistic optimization
M Valko, A Carpentier, R Munos
International Conference on Machine Learning, 2013
1072013
Online influence maximization under independent cascade model with semi-bandit feedback
Z Wen, B Kveton, M Valko, S Vaswani
Neural Information Processing Systems, 2017
99*2017
Spectral bandits for smooth graph functions
M Valko, R Munos, B Kveton, T Kocák
International Conference on Machine Learning, 2014
952014
Efficient learning by implicit exploration in bandit problems with side observations
T Kocák, G Neu, M Valko, R Munos
Neural Information Processing Systems, 2014
932014
Black-box optimization of noisy functions with unknown smoothness
JB Grill, M Valko, R Munos
Neural Information Processing Systems, 2015
792015
Simple regret for infinitely many armed bandits
A Carpentier, M Valko
International Conference on Machine Learning, 2015
682015
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
582010
Evidence-based anomaly detection in clinical domains
M Hauskrecht, M Valko, B Kveton, S Visweswaran, GF Cooper
AMIA Annual Symposium Proceedings 2007, 319, 2007
502007
Gaussian process optimization with adaptive sketching: Scalable and no regret
D Calandriello, L Carratino, A Lazaric, M Valko, L Rosasco
Conference on Learning Theory, 2019
492019
Online semi-supervised learning on quantized graphs
M Valko, B Kveton, L Huang, D Ting
Uncertainty in Artificial Intelligence, 2010
452010
Semi-supervised learning with max-margin graph cuts
B Kveton, M Valko, A Rahimi, L Huang
International Conference on Artificial Intelligence and Statistics, 2010
452010
Bayesian policy gradient and actor-critic algorithms
M Ghavamzadeh, Y Engel, M Valko
Journal of Machine Learning Research 17 (66), 1-53, 2016
44*2016
Identification of microbial and proteomic biomarkers in early childhood caries
TC Hart, PM Corby, M Hauskrecht, OK Hee Ryu, R Pelikan, M Valko, ...
International journal of dentistry 2011, 2011
422011
Revealing graph bandits for maximizing local influence
A Carpentier, M Valko
International Conference on Artificial Intelligence and Statistics, 2016
412016
Large-scale representation learning on graphs via bootstrapping
S Thakoor, C Tallec, MG Azar, R Munos, P Veličković, M Valko
International Conference on Learning Representations, 2022
40*2022
Extreme bandits
A Carpentier, M Valko
Neural Information Processing Systems, 2014
402014
Feature importance analysis for patient management decisions
M Valko, M Hauskrecht
International Congress on Medical Informatics, 2010
402010
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