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All publications by Amaury Habrard
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A Theoretical Analysis of Metric Hypothesis Transfer Learning
Michaël Perrot and Amaury Habrard
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Regressive Virtual Metric Learning
Micha\"el Perrot and Amaury Habrard
Advances in Neural Information Processing Systems 28, 2015


Dimension-free Concentration Bounds on Hankel Matrices for Spectral Learning
François Denis, Mattias Gybels and Amaury Habrard
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


A PAC-Bayesian Approach for Domain Adaptation with Specialization to Linear Classifiers
Pascal Germain, Amaury Habrard, Franois Laviolette and Emilie Morvant
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Similarity Learning for Provably Accurate Sparse Linear Classification
Aurelien Bellet, Amaury Habrard and Marc Sebban
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012