Publications

All Publications authored by Gábor Lugosi

Gábor Lugosi, Jakub Truszkowski, Vasiliki Velona and Piotr Zwiernik
Learning partial correlation graphs and graphical models by covariance queries
Journal of Machine Learning Research, Vol.22, September 2021
Gábor Lugosi and Shahar Mendelson
Robust multivariate mean estimation: The optimality of trimmed mean
Annals of Statistics, Vol.49, No 1, 393-410, February 2021, 10.1214/20-AOS1961
Peter L. Barlett, Philip M. Long, Gábor Lugosi and Alexander Tsigler
Benign overfitting in linear regression
Proceedings of the National Academy of Sciences of the United States of America, Vol.117, No 48, 30063-30070, December 2020, 10.1073/pnas.1907378117
Gábor Lugosi, Shahar Mendelson and Nikita K. Zhivotovskiy
Concentration of the spectral norm of Erdös-Rényi random graphs
Bernoulli, Vol.26, No 3, 2253-2274, August 2020, 10.3150/19-BEJ1192
Gábor Lugosi and Shahar Mendelson
Risk Minimization by Median-of-Means Tournaments
Journal of the European Mathematical Society, Vol.22, No 3, 925-965, June 2020, 10.4171/JEMS/937
Charles Bordenave, Gábor Lugosi and Nikita K. Zhivotovskiy
Noise sensitivity of the top eigenvector of a Wigner matrix
Probability Theory and Related Fields, Vol.117, 1103–1135, April 2020, 10.1007/s00440-020-00970-1
Gábor Lugosi and Shahar Mendelson
Mean Estimation and Regression Under Heavy-Tailed Distributions: A Survey
Foundations of Computational Mathematics, Vol.19, 1145–1190, August 2019, 10.1007/s10208-019-09427-x
Louigi Addario-Berry, Luc P Devroye, Gábor Lugosi and Roberto Imbuzeiro Oliveira
Local optima of the Sherrington-Kirkpatrick Hamiltonian
Journal of Mathematical Physics, Vol.60, No 4, May 2019, 10.1063/1.5020662
Gábor Lugosi and Shahar Mendelson
Sub-Gaussian Estimators of the Mean of a Random Vector
Annals of Statistics, Vol.47, No 2, 783-794, April 2019, 10.1214/17-AOS1639
Gábor Lugosi and Shahar Mendelson
Near-optimal mean estimators with respect to general norms
Probability Theory and Related Fields, Vol.175, 957–973, March 2019, 10.1007/s00440-019-00906-4

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All Publications authored by Gábor Lugosi

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