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Articles by Gabor Lugosi

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
On the size of temporal cliques in subcritical random temporal graphs
28 April 2024 by Caelan Atamanchuk 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
Increasing paths in random temporal graphs
20 June 2023 by Nicolas Broutin and others
Probability, Discrete Mathematics
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
Robust multivariate mean estimation: the optimality of trimmed mean
22 February 2020 by Gabor Lugosi and Shahar Mendelson
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
Finding the seed of uniform attachment trees
5 January 2018 by Gabor Lugosi and Alan Pereira at LogoBarcelona Graduate School of Economics
Probability
Local optima of the Sherrington-Kirkpatrick Hamiltonian
21 December 2017 by Louigi Addario-Berry and others
Probability, Discrete Mathematics
A remark on "Robust machine learning by median-of-means"
19 December 2017 by Gabor Lugosi and Shahar Mendelson
Statistics Theory
Risk minimization by median-of-means tournaments
2 August 2016 by Gabor Lugosi and Shahar Mendelson
Statistics Theory
Sub-Gaussian mean estimators
19 September 2015 by Luc Devroye and others
Statistics Theory
Exceptional rotations of random graphs: a VC theory
9 June 2015 by Louigi Addario-Berry and others
Probability, Combinatorics
Empirical risk minimization for heavy-tailed losses
31 May 2015 by Christian Brownlees and others
Methodology
Detection of Correlations with Adaptive Sensing
23 October 2014 by Rui Castro and others
Statistics Theory
Almost optimal sparsification of random geometric graphs
7 March 2014 by Nicolas Broutin and others
Probability, Discrete Mathematics
Mirror Descent Meets Fixed Share (and feels no regret)
27 September 2012 by Nicolò Cesa-Bianchi and others
Machine Learning
Minimax Policies for Combinatorial Prediction Games
24 May 2011 by Jean-Yves Audibert and others
Machine Learning
Online Multi-task Learning with Hard Constraints
27 March 2009 by Gabor Lugosi and others
Machine Learning, Statistics Theory
The longest minimum-weight path in a complete graph
6 February 2009 by Louigi Addario-Berry and others
Combinatorics, Probability
A simple randomized algorithm for sequential prediction of ergodic time series
20 May 2008 by L. Györfi and others
Statistics Theory, Information Theory
Strategies for prediction under imperfect monitoring
22 April 2007 by Gabor Lugosi and others
Statistics Theory, Machine Learning
The on-line shortest path problem under partial monitoring
8 April 2007 by Andras Gyorgy and others
Machine Learning, Symbolic Computation
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