Universal aggregation of permutations
Ekhine Irurozki
,
Stéphan Clémençon
2022
Proceedings/Recueil des communications
hal-03972357v1
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On Binary Classification in Extreme Regions
Hamid Jalalzai
,
Stéphan Clémençon
,
Anne Sabourin
2018
Proceedings/Recueil des communications
hal-01932813v1
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Ranking Multi-Class Data: Optimality and Pairwise Aggregation
Stéphan Clémençon
,
Sylvain Robbiano
,
Nicolas Vayatis
2011
Pré-publication, Document de travail
hal-00630496v1
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Empirical performance maximization for linear rank statistics
Stéphan Clémençon
,
Nicolas Vayatis
2009, Advances in Neural Information Processing Systems 21
Proceedings/Recueil des communications
hal-02107196v1
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Maximal Deviations of Incomplete U-statistics with Applications to Empirical Risk Sampling
Stéphan Clémençon
,
Sylvain Robbiano
,
Jessica Tressou
2013
Pré-publication, Document de travail
hal-00809487v1
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Continuous Ranking trough Oriented Recursive Partitions
Stéphan Clémençon
,
Mastane Achab
NIPS , Dec 2017, Longbeach, United States
Communication dans un congrès
hal-02287581v1
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Machine Learning for Survival Analysis: Empirical Risk Minimization for Censored Distribution-Free Regression with Applications.
Guillaume Ausset
,
Stéphan Clémençon
,
François Portier
NIPS, Workshop ML4H , Dec 2018, Montréal, Canada
Communication dans un congrès
hal-02287991v1
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Learning from Survey Training Samples: Rate Bounds for Horvitz-Thompson Risk Minimizers
Stéphan Clémençon
,
P. Bertail
,
Guillaume Papa
ACML , Dec 2016, Hamilton, New Zealand
Communication dans un congrès
hal-02287361v1
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On Survey Sampling and Empirical Risk Minimization
Stéphan Clémençon
,
P. Bertail
,
Emilie Chautru
Statistics , 2015
Article dans une revue
hal-02286817v1
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On Anomaly Ranking and Excess-Mass Curves
Nicolas Goix
,
Anne Sabourin
,
Stéphan Clémençon
2014
Pré-publication, Document de travail
hal-01113521v1
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Overlaying Classifiers: A Practical Approach to Optimal Scoring
Stéphan Clémençon
,
Nicolas Vayatis
Article dans une revue
istex
hal-02107294v1
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Clustering Rankings in the Fourier Domain
Stéphan Clémençon
,
Romaric Gaudel
,
Jérémie Jakubowicz
Communication dans un congrès
hal-00741210v1
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Approximation of the Optimal ROC Curve and a Tree-Based Ranking Algorithm
Stéphan Clémençon
,
Nicolas Vayatis
Chapitre d'ouvrage
istex
hal-02107171v1
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Calibrating SVMs with V-fold penalization
Stéphan Clémençon
,
Nicolas Baskiotis
,
Nicolas Usunier
Neural Information Processing Systems workshop on New Frontiers in Model Order Selection , Dec 2011, Sierra Nevada, Spain
Communication dans un congrès
hal-01288139v1
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A Multiresolution Analysis Framework for the Statistical Analysis of Incomplete Rankings
Eric Sibony
,
Stéphan Clémençon
,
Jérémie Jakubowicz
2016
Pré-publication, Document de travail
hal-01249862v1
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A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization
Robin Vogel
,
Aurélien Bellet
,
Stéphan Clémençon
2018
Proceedings/Recueil des communications
hal-01922988v1
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Empirical processes in survey sampling
Patrice Bertail
,
Emilie Chautru
,
Stéphan Clémençon
2013
Pré-publication, Document de travail
hal-00989585v1
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Regenerative Block-Bootstrap for Markov Chains
Stéphan Clémençon
,
Patrice Bertail
Bernoulli , 2006, 12, pp.No 4, 689-712
Article dans une revue
hal-00111272v1
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Regenerative block bootstrap for Markov chains
Patrice Bertail
,
Stéphan Clémençon
Article dans une revue
hal-02107125v1
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Adaptive estimation of the transition density of a regular Markov chain.
Stéphan Clémençon
Mathematical Methods of Statistics , 2000, 9, pp.No 4, 323-357
Article dans une revue
hal-00111268v1
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Integration of time as a description parameter in risk characterisation : application to methyl mercury
Philippe Verger
,
Jessica Tressou
,
Stéphan Clémençon
Article dans une revue
istex
hal-01068804v1
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Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications
Stéphan Clémençon
,
Guillaume Ausset
,
François Portier
2021
Proceedings/Recueil des communications
hal-03559386v1
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Learning the dependence structure of rare events: a non-asymptotic study
Nicolas Goix
,
Anne Sabourin
,
Stéphan Clémençon
40, pp.1 - 18, 2015
Proceedings/Recueil des communications
hal-02107454v1
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Bagging Ranking Trees
Stéphan Clémençon
,
Marine Depecker
,
Nicolas Vayatis
Proceedings/Recueil des communications
hal-02107271v1
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A Network Analysis of the HIV/AIDS Epidemics in Cuba
Stéphan Clémençon
,
H. de Arazoza
,
Fabrice Rossi
,
Viet Chi Tran
Social Network Analysis and Mining , 2014
Article dans une revue
hal-02286854v1
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What are the best systems? New perspectives on NLP Benchmarking
Ekhine Irurozki
,
Pierre Colombo
,
Nathan Noiry
,
Stéphan Clémençon
Conference on Neural Information Processing Systems , 2022, New Orleans, United States
Communication dans un congrès
hal-04253771v1
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Max K-Armed Bandit: On the ExtremeHunter Algorithm and Beyond
Mastane Achab
,
Stéphan Clémençon
,
Aurélien Garivier
,
Anne Sabourin
,
Claire Vernade
Machine Learning and Knowledge Discovery in Databases ECML PKDD 2017 , 2017, pp.389-404
Article dans une revue
hal-02023085v1
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Learning from Biased Data: A Semi-Parametric Approach
Patrice Bertail
,
Stéphan Clémençon
,
Yannick Guyonvarch
,
Nathan Noiry
ICML 2021 virtual conference - 38th International Conference on Machine Learning , International Conference on Machine Learning, Jul 2021, En ligne (Etats-Unis), United States. pp.803-812
Communication dans un congrès
hal-04431531v1
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Method for providing with a score an object, and decision-support system
Stéphan Clémençon
,
N. Vayatis
United States, Patent n° : US9235805B2. SC:TREERANK0. 2012
Brevet
hal-02412555v1
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Pseudo-regenerative block-bootstrap for hidden Markov chains
Stéphan Clémençon
,
A. Garivier
,
J. Tressou
IEEE, pp.465-468, 2009
Proceedings/Recueil des communications
hal-02107248v1
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