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Michal Valko — most-cited papers & profile · Graph Learning
← authors
·
overview
Michal Valko
24
papers ·
46
citations ·
26
h-index
Institut national de recherche en sciences et technologies du numérique · University of Pittsburgh · Université de Lille · Google DeepMind (United Kingdom) · Catholic University in Ruzomberok
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Most-cited papers
Revealing graph bandits for maximizing local influence
2026
Middle-mile logistics through the lens of goal-conditioned reinforcement learning
2026
Bandits on graphs and structures
2026
Adaptive graph-based algorithms for conditional anomaly detection and semi-supervised learning
2026
Spectral bandits for smooth graph functions with applications in recommender systems
2026
Online learning with noisy side observations
2026
Spectral bandits for smooth graph functions
2026
Improved large-scale graph learning through ridge spectral sparsification
2026
Spectral bandits
2026
Large-scale semi-supervised learning with online spectral graph sparsification
2026
Semi-supervised learning with max-margin graph cuts
2026
Online semi-supervised perception: Real-time learning without explicit feedback
2026
Bootstrap your own latent: A new approach to self-supervised Learning
2020
Large-Scale Representation Learning on Graphs via Bootstrapping
2021
Half-Hop: A graph upsampling approach for slowing down message passing
2023
Top co-authors
Branislav Kveton
· 5
R\'emi Munos
· 5
Tom\'a\v{s} Koc\'ak
· 4
Alessandro Lazaric
· 2
Corentin Tallec
· 2
Daniele Calandriello
· 2
Eva L. Dyer
· 2
Ling Huang
· 2
Mehdi Azabou
· 2
Mohammad Gheshlaghi Azar
· 2
Petar Veli\v{c}kovi\'c
· 2
Shantanu Thakoor
· 2
Topics
cs.LG
stat.ML
cs.SI
cs.AI
cs.CV