Stéphan Clémençon: search on Z-Library

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1

A statistical network analysis of the HIV/AIDS epidemics in Cuba

Clémençon, Stéphan, De Arazoza, Hector, Rossi, Fabrice, Tran, Viet Chi

Journal:

Social Network Analysis and Mining

Year:

2015

Language:

english

File:

PDF, 1.84 MB

english, 2015

2

[IEEE 2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring) - Kuala Lumpur, Malaysia (2019.4.28-2019.5.1)] 2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring) - Traffic Analysis Based on Bluetooth Passive Scanning

Boudabous, Safa, Garbiso, Julian, Leroy, Bertrand, Clemencon, Stephan, Labiod, Houda

Year:

2019

Language:

english

File:

PDF, 236 KB

english, 2019

3

Statistical learning based on Markovian data maximal deviation inequalities and learning rates

Clémençon, Stephan, Bertail, Patrice, Ciołek, Gabriela

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

2019

Language:

english

File:

PDF, 4.58 MB

english, 2019

4

A multivariate extreme value theory approach to anomaly clustering and visualization

Chiapino, Maël, Clémençon, Stephan, Feuillard, Vincent, Sabourin, Anne

Journal:

Computational Statistics

Year:

2019

Language:

english

File:

PDF, 2.44 MB

english, 2019

5

Regenerative Block Bootstrap for Markov Chains

Patrice Bertail and Stéphan Clémençon

Journal:

Year:

2006

Language:

english

File:

PDF, 1.84 MB

english, 2006

6

A statistical view of clustering performance through the theory of -processes

Clémençon, Stéphan

Journal:

Journal of Multivariate Analysis

Year:

2014

Language:

english

File:

PDF, 488 KB

english, 2014

7

[IEEE 2020 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) - Fukuoka, Japan (2020.2.19-2020.2.21)] 2020 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) - Distributed online Data Anomaly Detection for connected vehicles

Negi, Naman, Jelassi, Ons, Chaouchi, Hakima, Clemencon, Stephan

Year:

2020

File:

PDF, 1.61 MB

2020

8

Empirical Processes in Survey Sampling with (Conditional) Poisson Designs

Bertail, Patrice, Chautru, Emilie, Clémençon, Stephan

Journal:

Scandinavian Journal of Statistics

Year:

2016

Language:

english

File:

PDF, 231 KB

english, 2016

9

Approximate regenerative-block bootstrap for Markov chains

Patrice Bertail, Stéphan Clémençon

Journal:

Computational Statistics & Data Analysis

Year:

2008

Language:

english

File:

PDF, 1.91 MB

english, 2008

10

Extreme values statistics for Markov chains via the (pseudo-) regenerative method

Patrice Bertail, Stéphan Clémençon, Jessica Tressou

Journal:

Year:

2009

Language:

english

File:

PDF, 857 KB

english, 2009

11

Adaptive partitioning schemes for bipartite ranking

Stéphan Clémençon, Marine Depecker, Nicolas Vayatis

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 2.42 MB

english, 2011

12

ON PORTFOLIO SELECTION UNDER EXTREME RISK MEASURE: THE HEAVY-TAILED ICA MODEL

CLÉMENÇON, STÉPHAN, SLIM, SKANDER

Journal:

International Journal of Theoretical and Applied Finance

Year:

2007

Language:

english

File:

PDF, 601 KB

english, 2007

13

[IEEE 2013 IEEE International Conference on Big Data - Silicon Valley, CA (2013.10.6-2013.10.9)] 2013 IEEE International Conference on Big Data - On-line learning gossip algorithm in multi-agent systems with local decision rules

Bianchi, Pascal, Clemencon, Stephan, Morral, Gemma, Jakubowicz, J.

Year:

2013

Language:

english

File:

PDF, 241 KB

english, 2013

14

Statistical analysis of financial time series under the assumption of local stationarity

Clémençon, Stéphan, Slim, Skander

Journal:

Quantitative Finance

Year:

2004

Language:

english

File:

PDF, 1.83 MB

english, 2004

15

The HIV/AIDS epidemic in Cuba: description and tentative explanation of its low HIV prevalence

Héctor de Arazoza, Jose Joanes, Rachid Lounes, Camille Legeai, Stéphan Clémençon, Jorge Pérez, Bertran Auvert

Journal:

BMC Infectious Diseases

Year:

2007

Language:

english

File:

PDF, 508 KB

english, 2007

16

Overlaying Classifiers: A

Stéphan Clémençon, Nicolas Vayatis

Journal:

Constructive Approximation

Year:

2010

Language:

english

File:

PDF, 671 KB

english, 2010

17

An empirical comparison of\(V\)-fold penalisation and cross-validation for model selection in distribution-free regression

Dhanjal, Charanpal, Baskiotis, Nicolas, Clémençon, Stéphan, Usunier, Nicolas

Journal:

Pattern Analysis and Applications

Year:

2016

Language:

english

File:

PDF, 579 KB

english, 2016

18

Sparse representation of multivariate extremes with applications to anomaly detection

Goix, Nicolas, Sabourin, Anne, Clémençon, Stephan

Journal:

Journal of Multivariate Analysis

Year:

2017

Language:

english

File:

PDF, 1.61 MB

english, 2017

19

Bootstrap-based tolerance intervals for application to method validation

Tabea Rebafka, Stéphan Clémençon, Max Feinberg

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2007

Language:

english

File:

PDF, 809 KB

english, 2007

20

Ranking data with ordinal labels: optimality and pairwise aggregation

Stéphan Clémençon, Sylvain Robbiano, Nicolas Vayatis

Journal:

Machine Learning

Year:

2013

Language:

english

File:

PDF, 2.67 MB

english, 2013

21

Regenerative block bootstrap for Markov chains

Bertail, Patrice, Clémençon, Stéphan

Journal:

Year:

2006

Language:

english

File:

PDF, 214 KB

english, 2006

22

[IEEE 2014 IEEE International Conference on Big Data (Big Data) - Washington, DC, USA (2014.10.27-2014.10.30)] 2014 IEEE International Conference on Big Data (Big Data) - Multiresolution analysis of incomplete rankings with applications to prediction

Sibony, Eric, Clemencon, Stephan, Jakubowicz, Jeremie

Year:

2014

Language:

english

File:

PDF, 1.80 MB

english, 2014

23

Ranking and Empirical Minimization of U-Statistics

Stéphan Clémençon, Gábor Lugosi and Nicolas Vayatis

Journal:

The Annals of Statistics

Year:

2008

Language:

english

File:

PDF, 2.01 MB

english, 2008

24

Second-order properties of regeneration-based bootstrap for atomic Markov chains

Patrice Bertail, Stéphan Clémençon

Journal:

Year:

2007

Language:

english

File:

PDF, 395 KB

english, 2007

25

Edgeworth expansions of suitably normalized sample mean statistics for atomic Markov chains

Patrice Bertail, Stéphan Clémençon

Journal:

Probability Theory and Related Fields

Year:

2004

Language:

english

File:

PDF, 275 KB

english, 2004

26

Performance and degradation mechanisms of CLC particles produced by industrial methods

Lambert, Arnold, Tilland, Airy, Pelletant, William, Bertholin, Stéphane, Moreau, Florent, Clemençon, Isabelle, Yazdanpanah, Mahdi

Journal:

Year:

2018

Language:

english

File:

PDF, 2.10 MB

english, 2018

27

EMOTHAW: A Novel Database for Emotional State Recognition From Handwriting and Drawing

Likforman-Sulem, Laurence, Esposito, Anna, Faundez-Zanuy, Marcos, Clemencon, Stephan, Cordasco, Gennaro

Journal:

IEEE Transactions on Human-Machine Systems

Year:

2017

Language:

english

File:

PDF, 1.15 MB

english, 2017

28

Scalability of Stochastic Gradient Descent based on “Smart” Sampling Techniques

Clémençon, Stephan, Bellet, Aurélien, Jelassi, Ons, Papa, Guillaume

Journal:

Procedia Computer Science

Year:

2015

Language:

english

File:

PDF, 381 KB

english, 2015

29

[ACM Press the 26th Annual International Conference - Montreal, Quebec, Canada (2009.06.14-2009.06.18)] Proceedings of the 26th Annual International Conference on Machine Learning - ICML '09 - Nonparametric estimation of the precision-recall curve

Clémençon, Stéphan, Vayatis, Nicolas

Year:

2009

Language:

english

File:

PDF, 685 KB

english, 2009

30

Statistical learning based on Markovian data maximal deviation inequalities and learning rates

Clémençon, Stephan, Bertail, Patrice, Ciołek, Gabriela

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

2019

File:

PDF, 4.58 MB

2019

31

New approach for the assessment of cluster diets

Sy, Mouhamadou Moustapha, Feinberg, Max, Verger, Philippe, Barré, Tangui, Clémençon, Stéphan, Crépet, Amélie

Journal:

Food and Chemical Toxicology

Year:

2013

Language:

english

File:

PDF, 816 KB

english, 2013

32

A stochastic SIR model with contact-tracing: large population limits and statistical inference

Clémençon, Stéphan, Chi Tran, Viet, de Arazoza, Hector

Journal:

Journal of Biological Dynamics

Year:

2008

Language:

english

File:

PDF, 434 KB

english, 2008

33

Regenerative block-bootstrap confidence intervals for tail and extremal indexes

Bertail, Patrice, Clémençon, Stéphan, Tressou, Jessica

Journal:

Electronic Journal of Statistics

Year:

2013

Language:

english

File:

PDF, 410 KB

english, 2013

34

Extraction of Food Consumption Systems by Nonnegative Matrix Factorization (NMF) for the Assessment of Food Choices

Mélanie Zetlaoui, Max Feinberg, Philippe Verger, Stephan Clémençon

Journal:

Year:

2011

Language:

english

File:

PDF, 548 KB

english, 2011

35

[IEEE 2009 International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2009.12.13-2009.12.15)] 2009 International Conference on Machine Learning and Applications - Bagging Ranking Trees

Clémençon, Stéphan, Depecker, Marine, Vayatis, Nicolas

Year:

2009

Language:

english

File:

PDF, 357 KB

english, 2009

36

The TreeRank Tournament algorithm for multipartite ranking

Clémençon, Stéphan, Robbiano, Sylvain

Journal:

Journal of Nonparametric Statistics

Year:

2015

Language:

english

File:

PDF, 471 KB

english, 2015

37

Efficient eigen-updating for spectral graph clustering

Dhanjal, Charanpal, Gaudel, Romaric, Clémençon, Stéphan

Journal:

Year:

2014

Language:

english

File:

PDF, 1022 KB

english, 2014

38

[IEEE 2011 Tenth International Conference on Machine Learning and Applications (ICMLA) - Honolulu, HI, USA (2011.12.18-2011.12.21)] 2011 10th International Conference on Machine Learning and Applications and Workshops - A Data-Mining Approach to Travel Price Forecasting

Wohlfarth, Till, Clemencon, Stephan, Roueff, Francois, Casellato, Xavier

Year:

2011

Language:

english

File:

PDF, 354 KB

english, 2011

39

Bootstrapping Robust Statistics for Markovian Data Applications to Regenerative R -Statistics and L -Statistics

Bertail, Patrice, Clémençon, Stéphan, Tressou, Jessica

Journal:

Journal of Time Series Analysis

Year:

2015

Language:

english

File:

PDF, 234 KB

english, 2015

40

[ACM Press the 29th Annual ACM Symposium - Gyeongju, Republic of Korea (2014.03.24-2014.03.28)] Proceedings of the 29th Annual ACM Symposium on Applied Computing - SAC '14 - Learning reputation in an authorship network

Dhanjal, Charanpal, Clémençon, Stéphan

Year:

2014

Language:

english

File:

PDF, 320 KB

english, 2014

41

On computer-intensive simulation and estimation methods for rare-event analysis in epidemic models

Clémençon, Stéphan, Cousien, Anthony, Felipe, Miraine Dávila, Tran, Viet Chi

Journal:

Statistics in Medicine

Year:

2015

Language:

english

File:

PDF, 919 KB

english, 2015

42

Optimal survey schemes for stochastic gradient descent with applications to M -estimation

Clémençon, Stephan, Bertail, Patrice, Chautru, Emilie, Papa, Guillaume

Journal:

ESAIM Probability and Statistics

Year:

2019

File:

PDF, 1.04 MB

2019

43

Building confidence regions for the ROC surface

Clémençon, Stéphan, Robbiano, Sylvain

Journal:

Pattern Recognition Letters

Year:

2014

Language:

english

File:

PDF, 1.70 MB

english, 2014

44

PBPK and population modelling to interpret urine cadmium concentrations of the French population

Béchaux, Camille, Bodin, Laurent, Clémençon, Stéphan, Crépet, Amélie

Journal:

Toxicology and Applied Pharmacology

Year:

2014

Language:

english

File:

PDF, 547 KB

english, 2014

45

Discussion: Local Rademacher Complexities and Oracle Inequalities in Risk Minimization

Stéphan Clémençon, Gábor Lugosi and Nicolas Vayatis

Journal:

The Annals of Statistics

Year:

2006

Language:

english

File:

PDF, 557 KB

english, 2006

46

Improving Dietary Exposure Models by Imputing Biomonitoring Data through ABC Methods

Béchaux, Camille, Crépet, Amélie, Clémençon, Stéphan

Journal:

The International Journal of Biostatistics

Year:

2014

Language:

english

File:

PDF, 534 KB

english, 2014

47

[IEEE 2014 IEEE International Conference on Big Data (Big Data) - Washington, DC, USA (2014.10.27-2014.10.30)] 2014 IEEE International Conference on Big Data (Big Data) - Scaling up M-estimation via sampling designs: The Horvitz-Thompson stochastic gradient descent

Clemencon, Stephan, Bertail, Patrice, Chautru, Emilie

Year:

2014

Language:

english

File:

PDF, 744 KB

english, 2014

48

Sampling and empirical risk minimization

Clémençon, Stephan, Bertail, Patrice, Chautru, Emilie

Journal:

Year:

2017

Language:

english

File:

PDF, 1.20 MB

english, 2017

49

[Society for Industrial and Applied Mathematics Proceedings of the 2013 SIAM International Conference on Data Mining - ()] Proceedings of the 2013 SIAM International Conference on Data Mining - Maximal Deviations of Incomplete U -statistics with Applications to Empirical Risk Sampling

Clémençon, Stéphan, Robbiano, Sylvain, Tressou, Jessica

Language:

english

File:

PDF, 326 KB

english

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