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Platelet components associated with adverse reactions: predictive value of mitochondrial DNA relative to biological response modifiers

Fabrice Cognasse , Aloui Chaker , Kim Anh Nguyen , Hind Hamzeh-Cognasse , Fagan Jocelyne , et al.
Transfusion, 2015
Journal articles hal-01203813v1
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Correction of Uniformly Noisy Distributions to Improve Probabilistic Grammatical Inference Algorithms

Amaury Habrard , Marc Bernard , Marc Sebban
18th International Florida Artificial Intelligence Research Society conference, May 2005, United States. pp.493-498
Conference papers ujm-00378062v1

Constrained Sequence Mining based on Probabilistic Finite State Automata

Stéphanie Jacquemont , François Jacquenet , Marc Sebban
Workshop on Mining Graphs, Trees and Structured Data at ECML/PKDD, Oct 2005, Portugal
Conference papers hal-00374061v1

Constrained Sequence Mining based on Probabilistic Finite State Automata

Stéphanie Jacquemont , François Jacquenet , Marc Sebban
Conférence d'Apprentissage Automatique, 2005, France. pp.15-30
Conference papers hal-00374062v1
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Discovering Patterns in Flows: a Privacy Preserving Approach with the ACSM Prototype

Stéphanie Jacquemont , François Jacquenet , Marc Sebban
ECML PKDD, Sep 2009, Bled, Slovenia. pp.734--737
Conference papers hal-00431774v1
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Learning Probabilistic Models of Tree Edit Distance

Marc Bernard , Laurent Boyer , Amaury Habrard , Marc Sebban
Pattern Recognition, 2008, 41 (8), pp.2611-2629. ⟨10.1016/j.patcog.2008.01.011⟩
Journal articles hal-00224992v1

Adaptation du boosting à l'inférence grammaticale via l'utilisation d'un oracle de confiance

Jean-Christophe Janodet , Marc Sebban , Henri-Maxime Suchier , Richard Nock
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2005, 19 (4), pp.713-740
Journal articles ujm-00352794v1

Unsupervised Domain Adaptation Based on Subspace Alignment

Basura Fernando , Rahaf Aljundi , Rémi Emonet , Amaury Habrard , Marc Sebban , et al.
Domain Adaptation in Computer Vision Applications. Advances in Computer Vision and Pattern Recognition, 2017
Book sections hal-01613051v1
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Efficient top rank optimization with gradient boosting for supervised anomaly detection

Jordan Frery , Amaury Habrard , Marc Sebban , Olivier Caelen , Liyun He-Guelton
European Conference on Machine Learning & Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD'17), Sep 2017, Skopje, Macedonia
Conference papers hal-01611346v2
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Fast and Provably Effective Multi-view Classification with Landmark-based SVM

Valentina Zantedeschi , Rémi Emonet , Marc Sebban
ECML PKDD 2018, Sep 2018, Dublin, Ireland
Conference papers hal-01863895v1
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Apprentissage de bonnes similarités pour la classification linéaire parcimonieuse

Aurélien Bellet , Amaury Habrard , Marc Sebban
Conférence Francophone sur l'Apprentissage Automatique - CAp 2012, May 2012, Nancy, France. 16 p
Conference papers hal-00690242v1

Apprentissage de Combinaisons Convexes de Métriques Locales avec Garanties de Généralisation

Valentina Zantedeschi , Rémi Emonet , Marc Sebban
CAp2016, Jul 2016, Marseille, France
Conference papers hal-01359282v1
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Computing Image Descriptors from Annotations Acquired from External Tools

Jose Carlos Rangel , Miguel Cazorla , Ismael García-Varea , Jesús Martínez-Gómez , Elisa Fromont , et al.
ROBOT 2015: Second Iberian Robotics Conference, Nov 2015, Lisbon, Portugal
Conference papers hal-01224441v1

Metric Learning

Aurélien Bellet , Amaury Habrard , Marc Sebban
Books hal-01121733v1

optimized laser induced colors and image multiplexing on plasmonic quasi-random metasurfaces using deep learning

Hongfeng Ma , Nicolas Dalloz , Amaury Habrard , Marc Sebban , Mathieu Hébert , et al.
12th international conference on metamaterials, Jul 2022, torremolinos, Spain
Conference papers ujm-03833360v1
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A Swiss Army Knife for Minimax Optimal Transport

Sofien Dhouib , Ievgen Redko , Tanguy Kerdoncuff , Rémi Emonet , Marc Sebban
Thirty-seventh International Conference on Machine Learning, Jul 2020, Vienne, Austria
Conference papers hal-02900712v1
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Sequence Mining Without Sequences: a New Way for Privacy Preserving

Stéphanie Jacquemont , François Jacquenet , Marc Sebban
2006, pp.347-354
Conference papers hal-00114132v1
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A Nearest Neighbor Algorithm for Imbalanced Classification

Rémi Viola , Rémi Emonet , Amaury Habrard , Guillaume Metzler , Sébastien Riou , et al.
International Journal on Artificial Intelligence Tools, 2021, 30, ⟨10.1142/s0218213021500135⟩
Journal articles ujm-03282293v1

Deep Multi-Wasserstein Unsupervised Domain Adaptation

Tien-Nam Le , Amaury Habrard , Marc Sebban
Pattern Recognition Letters, In press
Journal articles hal-02114975v1
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Learning maximum excluding ellipsoids from imbalanced data with theoretical guarantees

Guillaume Metzler , Xavier Badiche , Brahim Belkasmi , Elisa Fromont , Amaury Habrard , et al.
Pattern Recognition Letters, 2018, 112, pp.310-316. ⟨10.1016/j.patrec.2018.08.016⟩
Journal articles hal-01878830v1
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An Adjusted Nearest Neighbor Algorithm Maximizing the F-Measure from Imbalanced Data

Rémi Viola , Rémi Emonet , Amaury Habrard , Guillaume Metzler , Sébastien Riou , et al.
International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2019, Portland, Oregon, United States
Conference papers hal-02318868v1

Algorithmic Robustness for Semi-Supervised (ε, γ, τ )-Good Metric Learning

Nicolae Irina , Marc Sebban , Amaury Habrard , Eric Gaussier , Massih-Reza Amini
International Conference on Neural Information Processing ICONIP, Nov 2015, Istanbul, Turkey. pp.10
Conference papers hal-01223411v1
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Accurate Visual Word Construction using a Supervised Approach

Basura Fernando , Elisa Fromont , Damien Muselet , Marc Sebban
25th International Conference of Image and Vision Computing New Zealand, Nov 2010, New Zealand
Conference papers hal-00555639v1
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Using Learned Conditional Distributions as Edit Distance

Jose Oncina , Marc Sebban
Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops, SSPR 2006 and SPR 2006, Aug 2006, Hong Kong, China. pp 403-411, ISBN 3-540-37236-9
Conference papers hal-00322429v1

A Computerized Prediction Model of Hazardous Inflammatory Platelet Transfusion Outcomes

Kim Anh Nguyen , Hind Hamzeh-Cognasse , Marc Sebban , Elisa Fromont , Patricia Chavarin , et al.
PLoS ONE, 2014, pp.9(5): e97082. ⟨10.1371/journal.pone.0097082⟩
Journal articles hal-01011939v1
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Metric Learning in Optimal Transport for Domain Adaptation

Tanguy Kerdoncuff , Rémi Emonet , Marc Sebban
International Joint Conference on Artificial Intelligence, Jan 2021, Kyoto, Japan
Conference papers ujm-02611800v3
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From Cost-Sensitive Classification to Tight F-measure Bounds

Kevin Bascol , Rémi Emonet , Elisa Fromont , Amaury Habrard , Guillaume Metzler , et al.
AISTATS 2019 - 22nd International Conference on Artificial Intelligence and Statistics, Apr 2019, Naha, Okinawa, Japan. pp.1245-1253
Conference papers hal-02049763v1
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Learning from Few Positives: a Provably Accurate Metric Learning Algorithm to deal with Imbalanced Data

Rémi Viola , Rémi Emonet , Amaury Habrard , Guillaume Metzler , Marc Sebban
IJCAI 2020, the 29th International Joint Conference on Artificial Intelligence, Jul 2020, Yokohama, Japan
Conference papers hal-02611586v1

A New Boosting Algorithm for Provably Accurate Unsupervised Domain Adaptation

Amaury Habrard , Jean-Philippe Peyrache , Marc Sebban
Knowledge and Information Systems (KAIS), 2015, pp.1. ⟨10.1007/s10115-015-0839-2⟩
Journal articles hal-01144896v1
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On the analysis of adaptability in multi-source domain adaptation

Ievgen Redko , Amaury Habrard , Marc Sebban
Machine Learning, 2019, ⟨10.1007/s10994-019-05823-0⟩
Journal articles hal-02168941v1