עקוב אחר
Amaury Habrard
Amaury Habrard
Professor of Computer Science, University Jean Monnet of Saint-Etienne (France)
כתובת אימייל מאומתת בדומיין univ-st-etienne.fr
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
8572013
Joint distribution optimal transportation for domain adaptation‏
N Courty, R Flamary, A Habrard, A Rakotomamonjy‏
Advances in neural information processing systems 30, 2017‏
6142017
Metric learning‏
A Bellet, A Habrard, M Sebban‏
Morgan & Claypool Publishers, 2015‏
2902015
Methodology for efficient CNN architectures in profiling attacks‏
G Zaid, L Bossuet, A Habrard, A Venelli‏
IACR Transactions on Cryptographic Hardware and Embedded Systems, 1-36, 2020‏
2642020
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
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
Advances in domain adaptation theory‏
I Redko, E Morvant, A Habrard, M Sebban, Y Bennani‏
Elsevier, 2019‏
1602019
Majority vote of diverse classifiers for late fusion‏
E Morvant, A Habrard, S Ayache‏
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR …, 2014‏
1572014
A PAC-Bayesian approach for domain adaptation with specialization to linear classifiers‏
P Germain, A Habrard, F Laviolette, E Morvant‏
International conference on machine learning, 738-746, 2013‏
1492013
Mapping estimation for discrete optimal transport‏
M Perrot, N Courty, R Flamary, A Habrard‏
Advances in Neural Information Processing Systems 29, 2016‏
1432016
Dict2vec: Learning word embeddings using lexical dictionaries‏
J Tissier, C Gravier, A Habrard‏
Conference on Empirical Methods in Natural Language Processing (EMNLP 2017 …, 2017‏
1412017
Robustness and generalization for metric learning‏
A Bellet, A Habrard‏
Neurocomputing 151, 259-267, 2015‏
1062015
A new PAC-Bayesian perspective on domain adaptation‏
P Germain, A Habrard, F Laviolette, E Morvant‏
International conference on machine learning, 859-868, 2016‏
852016
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
Near-lossless binarization of word embeddings‏
J Tissier, C Gravier, A Habrard‏
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 7104-7111, 2019‏
712019
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
Ranking loss: Maximizing the success rate in deep learning side-channel analysis‏
G Zaid, L Bossuet, F Dassance, A Habrard, A Venelli‏
IACR Transactions on Cryptographic Hardware and Embedded Systems, 25-55, 2021‏
612021
Good edit similarity learning by loss minimization‏
A Bellet, A Habrard, M Sebban‏
Machine Learning 89, 5-35, 2012‏
582012
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מאמרים 1–20