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Articles by Gábor Lugosi

Leaf Stripping on Uniform Attachment Trees
Yesterday by Louigi Addario-Berry and others
Probability, Data Structures and Algorithms
Estimating the history of a random recursive tree
17 September 2024 by Simon Briend and others
Machine Learning, Social and Information Networks
Convergence of continuous-time stochastic gradient descent with applications to linear deep neural networks
11 September 2024 by Gabor Lugosi and Eulalia Nualart
Machine Learning, Optimization and Control
Learning latent tree models with small query complexity
28 August 2024 by Luc Devroye and others
Statistics Theory
Subtractive random forests with two choices
16 May 2024 by Francisco Calvillo and others
Probability
Property testing in graphical models: testing small separation numbers
16 May 2024 by Luc Devroye and others
Statistics Theory
Uncertainty quantification in metric spaces
8 May 2024 by Gábor Lugosi and Marcos Matabuena
Statistics Theory, Machine Learning
On the size of temporal cliques in subcritical random temporal graphs
28 April 2024 by Caelan Atamanchuk and others
Probability
The top eigenvalue of uniformly random trees
2 April 2024 by Louigi Addario-Berry and others
Probability
Random friend trees
29 March 2024 by Louigi Addario Berry and others
Probability
Subtractive random forests
25 February 2024 by Nicolas Broutin and others at LogoMcGill University
Probability, Discrete Mathematics
Broadcasting in random recursive dags
24 February 2024 by Simon Briend and others
Machine Learning, Social and Information Networks
Facets of high-dimensional Gaussian polytopes
10 January 2024 by Karoly Boroczky and others
Probability
A note on estimating the dimension from a random geometric graph
21 November 2023 by Caelan Atamanchuk and others
Machine Learning, Statistics Theory
On the quality of randomized approximations of Tukey's depth
20 October 2023 by Simon Briend and others
Machine Learning, Probability
Increasing paths in random temporal graphs
20 June 2023 by Nicolas Broutin and others
Probability, Discrete Mathematics
Online-to-PAC Conversions: Generalization Bounds via Regret Analysis
31 May 2023 by Gábor Lugosi and Gergely Neu
Machine Learning
Archaeology of random recursive dags and Cooper-Frieze random networks
29 July 2022 by Simon Briend and others
Probability, Machine Learning
Generalization Bounds via Convex Analysis
16 June 2022 by Gergely Neu and Gábor Lugosi
Machine Learning
Bandit problems with fidelity rewards
25 November 2021 by Gábor Lugosi and others
Machine Learning
Inferring the mixing properties of an ergodic process
13 June 2021 by Azadeh Khaleghi and Gábor Lugosi
Statistics Theory, Probability
Structure learning in graphical models by covariance queries
5 May 2021 by Gábor Lugosi and others
Statistics Theory, Data Structures and Algorithms
Broadcasting on random recursive trees
24 April 2021 by Louigi Addario-Berry and others at LogoMontreal Neurological Institute McGill University
Probability
Multiplayer bandits without observing collision information
4 April 2021 by Gabor Lugosi and Abbas Mehrabian
Machine Learning, Computer Science and Game Theory
Multivariate mean estimation with direction-dependent accuracy
22 October 2020 by Gabor Lugosi and Shahar Mendelson
Statistics Theory, Probability
On Mean Estimation for Heteroscedastic Random Variables
22 October 2020 by Luc Devroye and others
Statistics Theory, Information Theory
Noise sensitivity of the top eigenvector of a Wigner matrix
1 March 2020 by Charles Bordenave and others
Probability
Robust multivariate mean estimation: the optimality of trimmed mean
22 February 2020 by Gabor Lugosi and Shahar Mendelson
Statistics Theory
Benign Overfitting in Linear Regression
28 January 2020 by Peter Bartlett and others
Machine Learning, Statistics Theory
Mean estimation and regression under heavy-tailed distributions--a survey
10 June 2019 by Gabor Lugosi and Shahar Mendelson
Statistics Theory, Machine Learning
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