← Authors

Gabor Lugosi

17 papers · 2002–2023 · 5 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (15) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🏃 Academic Marathon (21) 🌟 Keyword Trendsetter Combo (3) 🗃️ Keyword Collector (84) 💎 Century Club (17) 🔥 Unstoppable (6) 📈 Trend Setter 🚀 Conference Pioneer

Conferences

JMLR (8) COLT (5) NIPS (2) ALT (1) ICML (1)

Top co-authors

Gergely Neu (5) Luc Devroye (3) Tamás Linder (2) Sébastien Bubeck (2) Nicolò Cesa-bianchi (2) András György (2) Dacheng Tao (1) Pierre-Andre Savalle (1) Louigi Addario-Berry (1) Balázs Kégl (1)

Keywords

regret bound (5) multi-armed bandit (4) online algorithm (3) combinatorial optimization (3) online learning (2) generalization bound (2) random walk (1) model selection (1) stochastic optimization (1) empirical risk minimization (1) exploration-exploitation tradeoff (1) covariance matrix (1) graph structure (1) mutual information (1) adversarial learning (1) algorithmic stability (1) gradient descent (1) k-means clustering (1) generalization error (1) oracle inequality (1)

Papers

Bandit problems with fidelity rewards JMLR 2023
Generalization Bounds via Convex Analysis COLT 2022
Learning partial correlation graphs and graphical models by covariance queries JMLR 2021
Online Influence Maximization with Local Observations ALT 2019
Algorithmic Stability and Hypothesis Complexity ICML 2017
Boltzmann Exploration Done Right NIPS 2017
An Improved Parametrization and Analysis of the EXP3++ Algorithm for Stochastic and Adversarial Bandits COLT 2017
Exceptional Rotations of Random Graphs: A VC Theory JMLR 2015
Density-preserving quantization with application to graph downsampling COLT 2014
Prediction by random-walk perturbation COLT 2013
Mirror Descent Meets Fixed Share (and feels no regret) NIPS 2012
Minimax Policies for Combinatorial Prediction Games COLT 2011
On-Line Sequential Bin Packing JMLR 2010
Consistency of Random Forests and Other Averaging Classifiers JMLR 2008
The On-Line Shortest Path Problem Under Partial Monitoring JMLR 2007
On the Rate of Convergence of Regularized Boosting Classifiers JMLR 2003
Data-dependent margin-based generalization bounds for classification JMLR 2002