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1

Feature uncertainty bounds for explicit feature maps and large robust nonlinear SVM classifiers

Couellan, Nicolas, Jan, Sophie

Journal:

Annals of Mathematics and Artificial Intelligence

Year:

2019

Language:

english

File:

PDF, 1.37 MB

english, 2019

2

Neural network training via an affine scaling quadratic optimization algorithm

Theodore B. Trafalis, Nicolas P. Couellan

Journal:

Neural Networks

Year:

1996

Language:

english

File:

PDF, 511 KB

english, 1996

3

An incremental primal–dual method for nonlinear programming with special structure

Nicolas P. Couellan, Theodore B. Trafalis

Journal:

Optimization Letters

Year:

2013

Language:

english

File:

PDF, 164 KB

english, 2013

4

Incremental accelerated gradient methods for SVM classification: study of the constrained approach

Couellan, Nicolas, Jan, Sophie

Journal:

Computational Management Science

Year:

2014

Language:

english

File:

PDF, 420 KB

english, 2014

5

On-line SVM learning via an incremental primal–dual technique

Couellan, Nicolas P., Trafalis, Theodore B.

Journal:

Optimization Methods and Software

Year:

2013

Language:

english

File:

PDF, 199 KB

english, 2013

6

Self-adaptive Support Vector Machine: A multi-agent optimization perspective

Couellan, Nicolas, Jan, Sophie, Jorquera, Tom, Georgé, Jean-Pierre

Journal:

Expert Systems with Applications

Year:

2015

Language:

english

File:

PDF, 2.78 MB

english, 2015

7

Bi-level stochastic gradient for large scale support vector machine

Couellan, Nicolas, Wang, Wenjuan

Journal:

Year:

2015

Language:

english

File:

PDF, 637 KB

english, 2015

8

Uncertainty-safe large scale support vector machines

Couellan, Nicolas, Wang, Wenjuan

Journal:

Computational Statistics & Data Analysis

Year:

2017

Language:

english

File:

PDF, 656 KB

english, 2017

9

An Incremental Nonlinear Primal-Dual Algorithm and Applications to Artificial Neural Networks Training

Trafalis, Theodore B., Couellan, Nicolas P.

Journal:

IFAC Proceedings Volumes

Year:

1998

Language:

english

File:

PDF, 1.87 MB

english, 1998

10

A note on supervised classification and Nash-equilibrium problems

Couellan, Nicolas

Journal:

RAIRO - Operations Research

Year:

2017

Language:

english

File:

PDF, 294 KB

english, 2017

11

[IEEE 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation (AIDA-AT) - Singapore, Singapore (2020.2.3-2020.2.4)] 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation (AIDA-AT) - Convolutional Neural Network for Multipath Detection in GNSS Receivers

Munin, Evgenii, Blais, Antoine, Couellan, Nicolas

Year:

2020

File:

PDF, 2.91 MB

2020

12

A Chernov bound for robust tolerance design and application

Diet, Ambre, Couellan, Nicolas, Gendre, Xavier, Martin, Julien

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2020

File:

PDF, 2.01 MB

2020