Gábor Lugosi

Latest

• Concentration inequalities. A nonasymptotic theory of independence. Corrected paperback edition.
• Concentration inequalities
• Sharp threshold for percolation on expanders
• On concentration of self-bounding functions
• Moment inequalities for functions of independent randomvariables
• Theory of classification: a survey of some recent advances
• Concentration Inequalities
• Concentration inequalities using the entropy method
• Introduction to Statistical Learning Theory
• Model Selection and Error Estimation
• A sharp concentration inequality with applications
• Model Selection and Error Estimation