Patrice Bertail

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 7

Top Topics

Statistical Learning

Top Venues

Ann. Math. Artif. Intell.

Publications

El Mehdi Issouani, Patrice Bertail, Emmanuelle Gautherat
Exponential bounds for regularized Hotelling's T2 statistic in high dimension. J. Multivar. Anal. 203 (2024)
Pierre Laforgue, Stéphan Clémençon, Patrice Bertail
On Medians of (Randomized) Pairwise Means. CoRR (2022)
Patrice Bertail, Stéphan Clémençon, Yannick Guyonvarch, Nathan Noiry
Learning from Biased Data: A Semi-Parametric Approach. ICML (2021)
Stéphan Clémençon, Patrice Bertail, Gabriela Ciolek
Statistical learning based on Markovian data maximal deviation inequalities and learning rates. Ann. Math. Artif. Intell. 88 (7) (2020)
Stéphan Clémençon, Pierre Laforgue, Patrice Bertail
On Medians of (Randomized) Pairwise Means. ICML (2019)
Patrice Bertail, Gabriela Ciolek, Stéphan Clémençon
Generalization Bounds for Minimum Volume Set Estimation based on Markovian Data. ISAIM (2018)
Stéphan Clémençon, Patrice Bertail, Guillaume Papa
Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers. ACML (2016)
Stéphan Clémençon, Patrice Bertail, Emilie Chautru
Scaling up M-estimation via sampling designs: The Horvitz-Thompson stochastic gradient descent. IEEE BigData (2014)
Patrice Bertail, Stéphan Clémençon
Approximate regenerative-block bootstrap for Markov chains. Comput. Stat. Data Anal. 52 (5) (2008)
Patrice Bertail, Stéphan Clémençon, Nicolas Vayatis
On Bootstrapping the ROC Curve. NIPS (2008)