About me

I obtained my PhD at Université Jean Monnet of Saint-Étienne. My thesis is about Learning Metrics with a Controlled Behaviour and I did it under the supervision of Amaury Habrard. (CV, Statement of Research)


Contact information

Michaël Perrot

Laboratoire Hubert Curien, UMR CNRS 5516,
Bâtiment E, 18 Rue du Professeur Benoît Lauras,
42000 Saint-Étienne, FRANCE

Tel: (+33) (0)4 77 91 57 50
E-mail: michael(dot)perrot(at)univ-st-etienne(dot)fr

Publications (dblp,scholar)

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Perrot M, Courty N, Flamary R and Habrard A (2016), "Mapping Estimation for Discrete Optimal Transport", In Advances in Neural Information Processing Systems 29.
BibTeX:
@inproceedings{DBLP:conf/nips/PerrotCFH15,
  author = {Michaël Perrot and
Nicolas Courty and
Rémi Flamary and
Amaury Habrard}, title = {Mapping Estimation for Discrete Optimal Transport}, booktitle = {Advances in Neural Information Processing Systems 29}, year = {2016}, }
Perrot M and Habrard A (2015), "A Theoretical Analysis of Metric Hypothesis Transfer Learning", In Proceedings of the 32nd International Conference on Machine Learning,
ICML 2015, Lille, France, 6-11 July 2015. Vol. 37, pp. 1708-1717. JMLR.org.
BibTeX:
@inproceedings{DBLP:conf/icml/PerrotH15,
  author = {Michaël Perrot and
Amaury Habrard}, editor = {Francis R. Bach and
David M. Blei}, title = {A Theoretical Analysis of Metric Hypothesis Transfer Learning}, booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
ICML 2015, Lille, France, 6-11 July 2015}, publisher = {JMLR.org}, year = {2015}, volume = {37}, pages = {1708--1717}, url = {MetricHypothesisTransferLearning.html} }
Perrot M and Habrard A (2015), "Regressive Virtual Metric Learning", In Advances in Neural Information Processing Systems 28. , pp. 1801-1809.
BibTeX:
@inproceedings{DBLP:conf/nips/PerrotH15,
  author = {Michaël Perrot and
Amaury Habrard}, title = {Regressive Virtual Metric Learning}, booktitle = {Advances in Neural Information Processing Systems 28}, year = {2015}, pages = {1801--1809}, url = {RegressiveVirtualMetricLearning.html} }
Perrot M, Habrard A, Muselet D and Sebban M (2014), "Modeling Perceptual Color Differences by Local Metric Learning", In Computer Vision - ECCV 2014 - 13th European Conference, Zurich,
Switzerland, September 6-12, 2014, Proceedings, Part V. Vol. 8693, pp. 96-111. Springer.
BibTeX:
@inproceedings{DBLP:conf/eccv/PerrotHMS14,
  author = {Michaël Perrot and
Amaury Habrard and
Damien Muselet and
Marc Sebban}, editor = {David J. Fleet and
Tomás Pajdla and
Bernt Schiele and
Tinne Tuytelaars}, title = {Modeling Perceptual Color Differences by Local Metric Learning}, booktitle = {Computer Vision - ECCV 2014 - 13th European Conference, Zurich,
Switzerland, September 6-12, 2014, Proceedings, Part V}, publisher = {Springer}, year = {2014}, volume = {8693}, pages = {96--111}, url = {PerceptualColorDifferences.html}, doi = {10.1007/978-3-319-10602-1_7} }
Becerra-Bonache L, Fromont É, Habrard A, Perrot M and Sebban M (2012), "Speeding Up Syntactic Learning Using Contextual Information", In Proceedings of the Eleventh International Conference on Grammatical
Inference, ICGI 2012, University of Maryland, College Park, USA,
September 5-8, 2012. Vol. 21, pp. 49-53. JMLR.org.
BibTeX:
@inproceedings{DBLP:journals/jmlr/Becerra-BonacheFHPS12,
  author = {Leonor Becerra-Bonache and
Élisa Fromont and
Amaury Habrard and
Michaël Perrot and
Marc Sebban}, editor = {Jeffrey Heinz and
Colin de la Higuera and
Tim Oates}, title = {Speeding Up Syntactic Learning Using Contextual Information}, booktitle = {Proceedings of the Eleventh International Conference on Grammatical
Inference, ICGI 2012, University of Maryland, College Park, USA,
September 5-8, 2012}, publisher = {JMLR.org}, year = {2012}, volume = {21}, pages = {49--53}, url = {http://jmlr.csail.mit.edu/proceedings/papers/v21/becerra12a.html} }

Teaching activities