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1

Refined exponential rates in Vapnik–Chervonenkis inequalities

Robert Azencott, Nicolas Vayatis

Journal:

Comptes Rendus de l'Académie des Sciences - Series I - Mathematics

Year:

2001

Language:

french

File:

PDF, 104 KB

french, 2001

2

Selective review of offline change point detection methods

Truong, Charles, Oudre, Laurent, Vayatis, Nicolas

Journal:

Signal Processing

Year:

2019

Language:

english

File:

PDF, 1.20 MB

english, 2019

3

[ASME ASME 2015 34th International Conference on Ocean, Offshore and Arctic Engineering - St. John’s, Newfoundland, Canada (Sunday 31 May 2015)] Volume 9: Ocean Renewable Energy - A Machine Learning Approach to the Analysis of Wave Energy Converters

Sarkar, Dripta, Contal, Emile, Vayatis, Nicolas, Dias, Frederic

Year:

2015

Language:

english

File:

PDF, 1.22 MB

english, 2015

4

An empirical comparison of learning algorithms for nonparametric scoring: theTreeRankalgorithm and other methods

ClÃ©menÃ§on, StÃ©phan, Depecker, Marine, Vayatis, Nicolas

Journal:

Pattern Analysis and Applications

Year:

2013

Language:

english

File:

PDF, 1.78 MB

english, 2013

5

Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging

A. B. Juditsky, A. V. Nazin, A. B. Tsybakov, N. Vayatis

Journal:

Problems of Information Transmission

Year:

2005

Language:

english

File:

PDF, 217 KB

english, 2005

6

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

7

[IEEE 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) - Portland, OR, USA (2019.11.4-2019.11.6)] 2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI) - Optimal Multiple Stopping Rule for Warm-Starting Sequential Selection

Fekom, Mathilde, Vayatis, Nicolas, Kalogeratos, Argyris

Year:

2019

Language:

english

File:

PDF, 491 KB

english, 2019

8

Exact rates in Vapnik–Chervonenkis bounds

Nicolas Vayatis

Journal:

Annales de l'Institut Henri Poincare (B) Probability and Statistics

Year:

2003

File:

PDF, 185 KB

2003

9

Overlaying Classifiers: A

Stéphan Clémençon, Nicolas Vayatis

Journal:

Constructive Approximation

Year:

2010

Language:

english

File:

PDF, 671 KB

english, 2010

10

Selection of the Best Electroencephalogram Channel to Predict the Depth of Anesthesia

Dubost, Clement, Humbert, Pierre, Benizri, Arno, Tourtier, Jean-Pierre, Vayatis, Nicolas, Vidal, Pierre-Paul

Journal:

Frontiers in Computational Neuroscience

Year:

2019

Language:

english

File:

PDF, 1.34 MB

english, 2019

11

Quantify osteoarthritis gait at the doctor’s office: a simple pelvis accelerometer based method independent from footwear and aging

Barrois, R., Oudre, L., Moreau, Th., Truong, Ch., Vayatis, N., Buffat, S., Yelnik, A., de Waele, C., Gregory, Th., Laporte, S., Vidal, P. P., Ricard, D.

Journal:

Computer Methods in Biomechanics & Biomedical Engineering

Year:

2015

Language:

english

File:

PDF, 503 KB

english, 2015

12

[IEEE 2019 IEEE 58th Conference on Decision and Control (CDC) - Nice, France (2019.12.11-2019.12.13)] 2019 IEEE 58th Conference on Decision and Control (CDC) - Sequential Dynamic Resource Allocation for Epidemic Control

Fekom, Mathilde, Vayatis, Nicolas, Kalogeratos, Argyris

Year:

2019

File:

PDF, 1.51 MB

2019

13

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

14

Can small islands protect nearby coasts from tsunamis? An active experimental design approach

Stefanakis, T. S., Contal, E., Vayatis, N., Dias, F., Synolakis, C. E.

Journal:

Proceedings Mathematical Physical & Engineering Sciences

Year:

2014

Language:

english

File:

PDF, 1.26 MB

english, 2014

15

Quantitative Analysis of Dynamic Fault Trees Based on the Coupling of Structure Functions and Monte Carlo Simulation

Merle, G., Roussel, J. -M., Lesage, J. -J., Perchet, V., Vayatis, N.

Journal:

Quality and Reliability Engineering International

Year:

2016

Language:

english

File:

PDF, 545 KB

english, 2016

16

On the Bayes-Risk Consistency of Regularized Boosting Methods

Gábor Lugosi and Nicolas Vayatis

Journal:

The Annals of Statistics

Year:

2004

Language:

english

File:

PDF, 2.36 MB

english, 2004

17

Quality Quantification of Evaluated Cross Section Covariances

Varet, S., Dossantos-Uzarralde, P., Vayatis, N.

Journal:

Nuclear Data Sheets

Year:

2015

Language:

english

File:

PDF, 202 KB

english, 2015

18

Évaluation de l’équilibre et prédiction des risques de chutes en utilisant une Wii board balance

Audiffren, J., Barrois-Müller, R., Provost, C., Chiarovano, É., Oudre, L., Moreau, T., Truong, C., Yelnik, A., Vayatis, N., Vidal, P.-P., De Waele, C., Buffat, S., Ricard, D.

Journal:

Neurophysiologie Clinique/Clinical Neurophysiology

Year:

2015

Language:

french

File:

PDF, 60 KB

french, 2015

19

[IEEE 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) - Vietri sul Mare, Italy (2015.11.9-2015.11.11)] 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) - A Greedy Approach for Dynamic Control of Diffusion Processes in Networks

Scaman, Kevin, Kalogeratos, Argyris, Vayatis, Nicolas

Year:

2015

File:

PDF, 469 KB

2015

20

Prediction and optimization of wave energy converter arrays using a machine learning approach

Sarkar, Dripta, Contal, Emile, Vayatis, Nicolas, Dias, Frederic

Journal:

Renewable Energy

Year:

2016

Language:

english

File:

PDF, 1.40 MB

english, 2016

21

Effects of bilateral stimulation of the subthalamic nucleus in Parkinson's disease with and without REM sleep behaviour disorder

Bargiotas, Panagiotis, Debove, Ines, Bargiotas, Ioannis, Lachenmayer, Martin Lenard, Ntafouli, Maria, Vayatis, Nicolas, Schüpbach, Michael WM, Krack, Paul, Bassetti, Claudio L

Journal:

Journal of Neurology Neurosurgery & Psychiatry

Year:

2019

Language:

english

File:

PDF, 828 KB

english, 2019

22

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

23

A Statistical Approach for Experimental Cross-Section Covariance Estimation Via Shrinkage

Varet, S., Dossantos-Uzarralde, P., Vayatis, N.

Journal:

Nuclear Science and Engineering

Year:

2015

Language:

english

File:

PDF, 2.20 MB

english, 2015

24

[Lecture Notes in Computer Science] Algorithmic Learning Theory Volume 7568 ||

Bshouty, Nader H., Stoltz, Gilles, Vayatis, Nicolas, Zeugmann, Thomas

Year:

2012

Language:

english

File:

PDF, 6.91 MB

english, 2012

25

[Lecture Notes in Computer Science] Algorithmic Learning Theory Volume 7568 || Learnability beyond Uniform Convergence

Bshouty, Nader H., Stoltz, Gilles, Vayatis, Nicolas, Zeugmann, Thomas

Year:

2012

Language:

english

File:

PDF, 183 KB

english, 2012

26

[IEEE 2017 25th European Signal Processing Conference (EUSIPCO) - Kos, Greece (2017.8.28-2017.9.2)] 2017 25th European Signal Processing Conference (EUSIPCO) - Penalty learning for changepoint detection

Truong, Charles, Gudre, Laurent, Vayatis, Nicolas

Year:

2017

Language:

english

File:

PDF, 298 KB

english, 2017

27

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Supervised Kernel Change Point Detection with Partial Annotations

Truong, Charles, Oudre, Laurent, Vayatis, Nicolas

Year:

2019

Language:

english

File:

PDF, 1.58 MB

english, 2019

28

Applications of concentration inequalities for statistical scoring and ranking problems

Vayatis, Nicolas, Guillin, Arnaud

Journal:

ESAIM Proceedings

Year:

2014

File:

PDF, 535 KB

2014

29

Greedy Kernel Change-Point Detection

Truong, Charles, Oudre, Laurent, Vayatis, Nicolas

Journal:

IEEE Transactions on Signal Processing

Year:

2019

File:

PDF, 1.44 MB

2019

30

Tree-Based Ranking Methods

Clemencon, S., Vayatis, N.

Journal:

IEEE Transactions on Information Theory

Year:

2009

Language:

english

File:

PDF, 625 KB

english, 2009

31

[Consistency in Boosting]: Rejoinder

Gábor Lugosi and Nicolas Vayatis

Journal:

The Annals of Statistics

Year:

2004

Language:

english

File:

PDF, 644 KB

english, 2004

32

[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

33

[IEEE 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) - Vietri sul Mare, Italy (2015.11.9-2015.11.11)] 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI) - A Greedy Approach for Dynamic Control of Diffusion Processes in Networks

Scaman, Kevin, Kalogeratos, Argyris, Vayatis, Nicolas

Year:

2015

Language:

english

File:

PDF, 469 KB

english, 2015

34

Remark on “Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging” published inProbl. Peredachi Inf., 2005, no. 4

A. B. Juditsky, A. V. Nazin, A. B. Tsybakov, N. Vayatis

Journal:

Problems of Information Transmission

Year:

2006

Language:

english

File:

PDF, 142 KB

english, 2006

35

A Method Using Pseudo-measurements and Shrinkage for the Estimation of Cross Section Covariances

Varet, S., Dossantos-Uzarralde, P., Vayatis, N., Bauge, E.

Journal:

Nuclear Data Sheets

Year:

2014

Language:

english

File:

PDF, 477 KB

english, 2014

36

Guest Editors' foreword

Bshouty, Nader H., Stoltz, Gilles, Vayatis, Nicolas, Zeugmann, Thomas

Journal:

Theoretical Computer Science

Year:

2014

Language:

english

File:

PDF, 181 KB

english, 2014

37

A Non Linear Scoring Approach for Evaluating Balance: Classification of Elderly as Fallers and Non-Fallers

Audiffren, Julien, Bargiotas, Ioannis, Vayatis, Nicolas, Vidal, Pierre-Paul, Ricard, Damien, Sakakibara, Manabu

Journal:

Year:

2016

Language:

english

File:

PDF, 1.06 MB

english, 2016

38

[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

39

[IEEE 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Jeju Island, South Korea (2017.7.11-2017.7.15)] 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) - Fall detection using smart floor sensor and supervised learning

Minvielle, Ludovic, Atiq, Mounir, Serra, Renan, Mougeot, Mathilde, Vayatis, Nicolas

Year:

2017

Language:

english

File:

PDF, 1.11 MB

english, 2017

40

Pseudo-measurement simulations and bootstrap for the experimental cross-section covariances estimation with quality quantification

Varet, S., DossantosâUzarralde, P., Vayatis, N., Bauge, E., Serot, O., De Saint Jean, C., Litaize, O., Noguere, G.

Journal:

EPJ Web of Conferences

Year:

2013

File:

PDF, 2.80 MB

2013

41

[Lecture Notes in Computer Science] Algorithmic Learning Theory Volume 7568 || Data Stability in Clustering: A Closer Look

Bshouty, Nader H., Stoltz, Gilles, Vayatis, Nicolas, Zeugmann, Thomas

Year:

2012

Language:

english

File:

PDF, 251 KB

english, 2012

42

Détection automatique des pas à partir de capteurs inertiels pour la quantification de la marche en consultation

Oudre, L., Barrois-Müller, R., Moreau, T., Truong, C., Dadashi, R., Grégory, T., Ricard, D., Vayatis, N., De Waele, C., Yelnik, A., Vidal, P.-P.

Journal:

Neurophysiologie Clinique/Clinical Neurophysiology

Year:

2015

Language:

french

File:

PDF, 58 KB

french, 2015

43

[IEEE ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Barcelona, Spain (2020.5.4-2020.5.8)] ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Low Rank Activations for Tensor-Based Convolutional Sparse Coding

Humbert, Pierre, Audiffren, Julien, Oudre, Laurent, Vayatis, Nicolas

Year:

2020

File:

PDF, 715 KB

2020

44

Kriging approach for the experimental cross-section covariances estimation

Varet, S., Dossantos-Uzarralde, P., Vayatis, N., Garlaud, A., Bauge, E., Serot, O., De Saint Jean, C., Litaize, O., Noguere, G.

Journal:

EPJ Web of Conferences

Year:

2013

File:

PDF, 886 KB

2013

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

Gap-free Bounds for Stochastic Multi-Armed Bandit

Juditsky, A., Nazin, A.V., Tsybakov, A.B., Vayatis, N.

Journal:

IFAC Proceedings Volumes

Year:

2008

Language:

english

File:

PDF, 198 KB

english, 2008

47

Quantitative assessment of consciousness during anesthesia without EEG data

Dubost, ClÃ©ment, Humbert, Pierre, Oudre, Laurent, Labourdette, Christophe, Vayatis, Nicolas, Vidal, Pierre-Paul

Journal:

Journal of Clinical Monitoring and Computing

Year:

2020

File:

PDF, 4.41 MB

2020

48

Spectral bounds in random graphs applied to spreading phenomena and percolation

Lemonnier, Rémi, Scaman, Kevin, Vayatis, Nicolas

Journal:

Advances in Applied Probability

Year:

2018

Language:

english

File:

PDF, 265 KB

english, 2018

49

Balance Impairment in Radiation Induced Leukoencephalopathy Patients Is Coupled With Altered Visual Attention in Natural Tasks

Bargiotas, Ioannis, Moreau, Albane, Vienne, Alienor, Bompaire, Flavie, Baruteau, Marie, de Laage, Marie, Campos, Matéo, Psimaras, Dimitri, Vayatis, Nicolas, Labourdette, Christophe, Vidal, Pierre-Paul

Journal:

Frontiers in Neurology

Year:

2019

File:

PDF, 765 KB

2019

50

The Use of Inertial Measurement Units for the Study of Free Living Environment Activity Assessment: A Literature Review

Jung, Sylvain, Michaud, Mona, Oudre, Laurent, Dorveaux, Eric, Gorintin, Louis, Vayatis, Nicolas, Ricard, Damien

Journal:

Year:

2020

File:

PDF, 852 KB

2020

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