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
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Constrained Sequence Mining based on Probabilistic Finite State Automata
Stéphanie Jacquemont
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François Jacquenet
,
Marc Sebban
Workshop on Mining Graphs, Trees and Structured Data at ECML/PKDD , Oct 2005, Portugal
Conference papers
hal-00374061v1
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Constrained Sequence Mining based on Probabilistic Finite State Automata
Stéphanie Jacquemont
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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
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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
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Laurent Boyer
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Amaury Habrard
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Marc Sebban
Journal articles
hal-00224992v1
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Adaptation du boosting à l'inférence grammaticale via l'utilisation d'un oracle de confiance
Jean-Christophe Janodet
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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
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ujm-00352794v1
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Unsupervised Domain Adaptation Based on Subspace Alignment
Basura Fernando
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Rahaf Aljundi
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Rémi Emonet
,
Amaury Habrard
,
Marc Sebban
,
et al.
Domain Adaptation in Computer Vision Applications. Advances in Computer Vision and Pattern Recognition , 2017
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hal-01613051v1
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Efficient top rank optimization with gradient boosting for supervised anomaly detection
Jordan Frery
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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
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hal-01611346v2
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Fast and Provably Effective Multi-view Classification with Landmark-based SVM
Valentina Zantedeschi
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Rémi Emonet
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Marc Sebban
ECML PKDD 2018 , Sep 2018, Dublin, Ireland
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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
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hal-00690242v1
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Apprentissage de Combinaisons Convexes de Métriques Locales avec Garanties de Généralisation
Valentina Zantedeschi
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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
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Metric Learning
Aurélien Bellet
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Amaury Habrard
,
Marc Sebban
Books
hal-01121733v1
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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
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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.
Journal articles
ujm-03282293v1
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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
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Xavier Badiche
,
Brahim Belkasmi
,
Elisa Fromont
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Amaury Habrard
,
et al.
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
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Algorithmic Robustness for Semi-Supervised (ε, γ, τ )-Good Metric Learning
Nicolae Irina
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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
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Elisa Fromont
,
Damien Muselet
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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
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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
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A Computerized Prediction Model of Hazardous Inflammatory Platelet Transfusion Outcomes
Kim Anh Nguyen
,
Hind Hamzeh-Cognasse
,
Marc Sebban
,
Elisa Fromont
,
Patricia Chavarin
,
et al.
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
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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
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A New Boosting Algorithm for Provably Accurate Unsupervised Domain Adaptation
Amaury Habrard
,
Jean-Philippe Peyrache
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Marc Sebban
Journal articles
hal-01144896v1
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On the analysis of adaptability in multi-source domain adaptation
Ievgen Redko
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Amaury Habrard
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Marc Sebban
Journal articles
hal-02168941v1
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