Lugosi, Gábor
- Boltzmann Exploration Done Right
2017/05/29 by Nicolò Cesa‐Bianchi, Claudio Gentile, Cesa-Bianchi, Nicolò +5 · 14 citations
Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Smart Grid Energy Management
- Bandits with heavy tail
2012/09/08 by Sébastien Bubeck, Bubeck, Sébastien, Nicolò Cesa‐Bianchi +3 · 10 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Optimization and Search Problems
- Ranking and empirical minimization of U-statistics
2006/03/05 by Clémençon, Stéphan, Lugosi, Gábor, Vayatis, Nicolas · 5 citations
#60G99 #62G99 #62M99 #68Q32 #FOS: Mathematics #Statistics Theory (math.ST)
- Sub-Gaussian estimators of the mean of a random vector
2017/02/01 by Lugosi, Gábor, Mendelson, Shahar · 6 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Prediction by Random-Walk Perturbation
2013/02/23 by Luc Devroye, Devroye, Luc, Gábor Lugosi +3 · 5 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems
- Robust estimation of U-statistics
2015/04/17 by Joly, Emilien, Lugosi, Gábor · 1 citation
#FOS: Mathematics #Statistics Theory (math.ST)
- On the measure of Voronoi cells
2015/12/14 by Devroye, Luc, Györfi, László, Lugosi, Gábor +1 · 1 citation
#FOS: Mathematics #Statistics Theory (math.ST)
- Regularization, sparse recovery, and median-of-means tournaments
2017/01/15 by Lugosi, Gábor, Mendelson, Shahar · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Near-optimal mean estimators with respect to general norms
2018/06/16 by Lugosi, Gábor, Mendelson, Shahar · 1 citation
#FOS: Mathematics #Statistics Theory (math.ST)
- On the quality of randomized approximations of Tukey's depth
2023/09/11 by Simon Briend, Gábor Lugosi, Briend, Simon +3 · 1 citation
Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR) #Statistical Methods and Inference
- Uncertainty quantification in metric spaces
2024/05/08 by Lugosi, Gábor, Matabuena, Marcos · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Temporal connectivity of Random Geometric Graphs
2025/02/21 by Brandenberger, Anna, Donderwinkel, Serte, Kerriou, Céline +2 · 2 citations
#FOS: Mathematics #Probability (math.PR)
- Random friend trees
2024/03/29 by Berry, Louigi Addario, Briend, Simon, Devroye, Luc +3 · 1 citation
#60C05 60J80 05C05 #FOS: Mathematics #Probability (math.PR)