עקוב אחר
Marc Sebban
Marc Sebban
Professor of Computer Science, Jean Monnet University
כתובת אימייל מאומתת בדומיין univ-st-etienne.fr - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Unsupervised visual domain adaptation using subspace alignment‏
B Fernando, A Habrard, M Sebban, T Tuytelaars‏
Proceedings of the IEEE international conference on computer vision, 2960-2967, 2013‏
15892013
A survey on metric learning for feature vectors and structured data‏
A Bellet, A Habrard, M Sebban‏
arXiv preprint arXiv:1306.6709, 2013‏
8432013
Metric learning‏
A Bellet, A Habrard, M Sebban‏
Synthesis lectures on artificial intelligence and machine learning 9 (1), 1-151, 2015‏
2912015
A hybrid filter/wrapper approach of feature selection using information theory‏
M Sebban, R Nock‏
Pattern recognition 35 (4), 835-846, 2002‏
2012002
Theoretical analysis of domain adaptation with optimal transport‏
I Redko, A Habrard, M Sebban‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017‏
1982017
Advances in domain adaptation theory‏
I Redko, E Morvant, A Habrard, M Sebban, Y Bennani‏
Elsevier, 2019‏
1692019
A survey on domain adaptation theory: learning bounds and theoretical guarantees‏
I Redko, E Morvant, A Habrard, M Sebban, Y Bennani‏
arXiv preprint arXiv:2004.11829, 2020‏
1652020
Landmarks-based kernelized subspace alignment for unsupervised domain adaptation‏
R Aljundi, R Emonet, D Muselet, M Sebban‏
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015‏
1542015
A data-mining approach to spacer oligonucleotide typing of Mycobacterium tuberculosis‏
M Sebban, I Mokrousov, N Rastogi, C Sola‏
Bioinformatics 18 (2), 235-243, 2002‏
1382002
Discriminative feature fusion for image classification‏
B Fernando, E Fromont, D Muselet, M Sebban‏
2012 IEEE Conference on Computer Vision and Pattern Recognition, 3434-3441, 2012‏
1242012
Learning stochastic edit distance: Application in handwritten character recognition‏
J Oncina, M Sebban‏
Pattern recognition 39 (9), 1575-1587, 2006‏
912006
Subspace alignment for domain adaptation‏
B Fernando, A Habrard, M Sebban, T Tuytelaars‏
arXiv preprint arXiv:1409.5241, 2014‏
832014
Similarity learning for provably accurate sparse linear classification‏
A Bellet, A Habrard, M Sebban‏
arXiv preprint arXiv:1206.6476, 2012‏
752012
Efficient top rank optimization with gradient boosting for supervised anomaly detection‏
J Frery, A Habrard, M Sebban, O Caelen, L He-Guelton‏
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017‏
662017
Supervised learning of Gaussian mixture models for visual vocabulary generation‏
B Fernando, E Fromont, D Muselet, M Sebban‏
Pattern Recognition 45 (2), 897-907, 2012‏
632012
Metric learning from imbalanced data with generalization guarantees‏
L Gautheron, A Habrard, E Morvant, M Sebban‏
Pattern Recognition Letters 133, 298-304, 2020‏
60*2020
Good edit similarity learning by loss minimization‏
A Bellet, A Habrard, M Sebban‏
Machine Learning 89, 5-35, 2012‏
582012
Platelet components associated with adverse reactions: predictive value of mitochondrial DNA relative to biological response modifiers‏
F Cognasse, C Aloui, K Anh Nguyen, H Hamzeh‐Cognasse, J Fagan, ...‏
Transfusion 56 (2), 497-504, 2016‏
562016
A computerized prediction model of hazardous inflammatory platelet transfusion outcomes‏
KA Nguyen, H Hamzeh-Cognasse, M Sebban, E Fromont, P Chavarin, ...‏
PLoS One 9 (5), e97082, 2014‏
552014
Learning probabilistic models of tree edit distance‏
M Bernard, L Boyer, A Habrard, M Sebban‏
Pattern Recognition 41 (8), 2611-2629, 2008‏
552008
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מאמרים 1–20