Michal Vaľko
Catholic University in Ruzomberok(SK)
Publications by Year
Research Areas
Advanced Bandit Algorithms Research, Reinforcement Learning in Robotics, Machine Learning and Algorithms, Optimization and Search Problems, Anomaly Detection Techniques and Applications
Most-Cited Works
- → Bootstrap your own latent: A new approach to self-supervised Learning(2020)3,436 cited
- → Fundamentals of Data Mining in Genomics and Proteomics(2007)170 cited
- → Outlier detection for patient monitoring and alerting(2012)141 cited
- Efficient learning by implicit exploration in bandit problems with side observations(2014)
- → Finite-Time Analysis of Kernelised Contextual Bandits(2013)91 cited
- Stochastic Simultaneous Optimistic Optimization(2013)
- → Spectral Thompson Sampling(2014)66 cited
- Best of both worlds: Stochastic & adversarial best-arm identification(2018)
- Bootstrapped Representation Learning on Graphs(2021)
- Spectral Bandits for Smooth Graph Functions(2014)