Gábor Lugosi
Also known as Gabor Lugosi
Lugosi and Shahar Mendelson coauthored Risk Minimization by Median-of-Means Tournaments. The original paper studies statistical learning and regression through a procedure designed for difficult data distributions. Lugosi and Mendelson coauthored a survey of mean estimation and regression under heavy-tailed distributions. It examines robust statistical estimates and their use in learning problems with defined assumptions. Lugosi and Gergely Neu coauthored Online-to-PAC Conversions. The paper constructs a generalization game and connects online regret bounds with statistical-learning generalization guarantees.
- Now at
- Universitat Pompeu Fabra and Institució Catalana de Recerca i Estudis Avançats
- Works
- 407
- Citations
- 19,472
- h-index
- 57
Publication numbers from OpenAlex, as of 14 October 2026.
Timeline
-
2016
Risk minimization with difficult data
Lugosi and Shahar Mendelson coauthored Risk Minimization by Median-of-Means Tournaments. The original paper studies statistical learning and regression through a procedure designed for difficult data distributions.
-
2019
Heavy-tailed distributions
Lugosi and Mendelson coauthored a survey of mean estimation and regression under heavy-tailed distributions. It examines robust statistical estimates and their use in learning problems with defined assumptions.
-
2023
From online learning to generalization
Lugosi and Gergely Neu coauthored Online-to-PAC Conversions. The paper constructs a generalization game and connects online regret bounds with statistical-learning generalization guarantees.
Sources and credits
Photo: bse.eu; Gábor Lugosi | Barcelona School of Economics; creator not stated. License: Not stated by source. Source: bse.eu. Cropped to a square and resized. Ask us to remove or replace this photo.