Amaury Habrard
Amaury Habrard
Professor of Computer Science, University Jean Monnet of Saint-Etienne (France)
Adresse e-mail validée de univ-st-etienne.fr
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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
9962013
A survey on metric learning for feature vectors and structured data
A Bellet, A Habrard, M Sebban
arXiv preprint arXiv:1306.6709, 2013
6432013
Joint distribution optimal transportation for domain adaptation
N Courty, R Flamary, A Habrard, A Rakotomamonjy
arXiv preprint arXiv:1705.08848, 2017
1612017
Metric learning
A Bellet, A Habrard, M Sebban
Synthesis Lectures on Artificial Intelligence and Machine Learning 9 (1), 1-151, 2015
1512015
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
852013
Robustness and generalization for metric learning
A Bellet, A Habrard
Neurocomputing 151, 259-267, 2015
672015
Similarity learning for provably accurate sparse linear classification
A Bellet, A Habrard, M Sebban
arXiv preprint arXiv:1206.6476, 2012
662012
Majority vote of diverse classifiers for late fusion
E Morvant, A Habrard, S Ayache
Joint IAPR International Workshops on Statistical Techniques in Pattern …, 2014
652014
Dict2vec: Learning word embeddings using lexical dictionaries
J Tissier, C Gravier, A Habrard
Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017
632017
Mapping estimation for discrete optimal transport
M Perrot, N Courty, R Flamary, A Habrard
Proceedings of the 30th International Conference on Neural Information …, 2016
602016
Theoretical analysis of domain adaptation with optimal transport
I Redko, A Habrard, M Sebban
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2017
562017
Learning probabilistic models of tree edit distance
M Bernard, L Boyer, A Habrard, M Sebban
Pattern Recognition 41 (8), 2611-2629, 2008
532008
Subspace alignment for domain adaptation
B Fernando, A Habrard, M Sebban, T Tuytelaars
arXiv preprint arXiv:1409.5241, 2014
492014
Methodology for efficient CNN architectures in profiling attacks
G Zaid, L Bossuet, A Habrard, A Venelli
IACR Transactions on Cryptographic Hardware and Embedded Systems 2020 (1), 1-36, 2020
482020
A polynomial algorithm for the inference of context free languages
A Clark, R Eyraud, A Habrard
International Colloquium on Grammatical Inference, 29-42, 2008
472008
Good edit similarity learning by loss minimization
A Bellet, A Habrard, M Sebban
Machine Learning 89 (1-2), 5-35, 2012
452012
Regressive Virtual Metric Learning.
M Perrot, A Habrard
NIPS 2, 4, 2015
442015
A spectral approach for probabilistic grammatical inference on trees
R Bailly, A Habrard, F Denis
International Conference on Algorithmic Learning Theory, 74-88, 2010
412010
A new PAC-Bayesian perspective on domain adaptation
P Germain, A Habrard, F Laviolette, E Morvant
International conference on machine learning, 859-868, 2016
392016
Learning multiplicity tree automata
A Habrard, J Oncina
International Colloquium on Grammatical Inference, 268-280, 2006
352006
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