Concepedia

Michal Vaľko

MV

55

Publications

5.1K

Citations

23

H-Index

2007

Active since

Affiliations

Google DeepMind (United Kingdom)(Current)

University of Pittsburgh

Institut national de recherche en sciences et technologies du numérique

Centre National de la Recherche Scientifique

University of Cambridge

Michal Vaľko is an author at Google DeepMind (United Kingdom) specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningKnowledge DiscoveryArtificial IntelligencePattern RecognitionCombinatorial OptimizationBusinessData Mining

Publications per year

2007–2023

55

Publications

55

Bootstrap your own latent: A new approach to self-supervised Learning

Jean-Bastien Grill, Florian Strub, Florent Altché et al. · arXiv (Cornell University) · 2020 · 3.4K citations · Full text

Artificial Intelligence, Few-shot Learning, Convolutional Neural Network +24

Outlier detection for patient monitoring and alerting

Miloš Hauskrecht, Iyad Batal, Michal Vaľko et al. · Journal of Biomedical Informatics · 2012 · 141 citations

Anomaly Detection, Engineering, Data Science +6

Efficient learning by implicit exploration in bandit problems with side observations

Tomáš Kocák, Gergely Neu, Michal Vaľko et al. · LillOA (Université de Lille (University Of Lille)) · 2014 · 130 citations · Full text

Finite-Time Analysis of Kernelised Contextual Bandits

Michal Vaľko, Nathan Korda, Rémi Munos et al. · arXiv (Cornell University) · 2013 · 91 citations · Full text

Mathematical Programming, Artificial Intelligence, Engineering +18

Stochastic simultaneous optimistic optimization

Michal Vaľko · LillOA (Université de Lille (University Of Lille)) · 2013 · 79 citations · Full text

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