Amini, Massih-Reza

21 publications

ECML-PKDD 2025 Unified Framework for Pre-Trained Neural Network Compression via Decomposition and Optimized Rank Selection Ali Aghababaei Harandi, Massih-Reza Amini

ECML-PKDD 2024 A Unified Contrastive Loss for Self-Training Aurélien Gauffre, Julien Horvat, Massih-Reza Amini

ECML-PKDD 2024 Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification Alexandre Audibert, Aurélien Gauffre, Massih-Reza Amini

MLJ 2024 Generalization Bounds for Learning Under Graph-Dependence: A Survey Rui-Ray Zhang, Massih-Reza Amini

JMLR 2024 Multi-Class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data Vasilii Feofanov, Emilie Devijver, Massih-Reza Amini

IJCAI 2023 Generalization Guarantees of Self-Training of Halfspaces Under Label Noise Corruption Lies Hadjadj, Massih-Reza Amini, Sana Louhichi

JAIR 2021 Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation Aleksandra Burashnikova, Yury Maximov, Marianne Clausel, Charlotte Laclau, Franck Iutzeler, Massih-Reza Amini

ECML-PKDD 2019 Sequential Learning over Implicit Feedback for Robust Large-Scale Recommender Systems Aleksandra Burashnikova, Yury Maximov, Massih-Reza Amini

AAAI 2019 Transductive Bounds for the Multi-Class Majority Vote Classifier Vasilii Feofanov, Emilie Devijver, Massih-Reza Amini

ICML 2018 A Delay-Tolerant Proximal-Gradient Algorithm for Distributed Learning Konstantin Mishchenko, Franck Iutzeler, Jérôme Malick, Massih-Reza Amini

JAIR 2018 Rademacher Complexity Bounds for a Penalized Multi-Class Semi-Supervised Algorithm Yury Maximov, Massih-Reza Amini, Zaïd Harchaoui

IJCAI 2018 Rademacher Complexity Bounds for a Penalized Multi-Class Semi-Supervised Algorithm (Extended Abstract) Yury Maximov, Massih-Reza Amini, Zaïd Harchaoui

ECML-PKDD 2017 PAC-Bayesian Analysis for a Two-Step Hierarchical Multiview Learning Approach Anil Goyal, Emilie Morvant, Pascal Germain, Massih-Reza Amini

JMLR 2016 Learning Taxonomy Adaptation in Large-Scale Classification Rohit Babbar, Ioannis Partalas, Eric Gaussier, Massih-Reza Amini, Cécile Amblard

ICLR 2015 Algorithmic Robustness for Semi-Supervised (ε, Γ, Τ)-Good Metric Learning Maria-Irina Nicolae, Marc Sebban, Amaury Habrard, Éric Gaussier, Massih-Reza Amini

ICML 2015 Entropy-Based Concentration Inequalities for Dependent Variables Liva Ralaivola, Massih-Reza Amini

ECML-PKDD 2011 Multiview Semi-Supervised Learning for Ranking Multilingual Documents Nicolas Usunier, Massih-Reza Amini, Cyril Goutte

MLJ 2010 A Co-Classification Approach to Learning from Multilingual Corpora Massih-Reza Amini, Cyril Goutte

ECML-PKDD 2006 A Selective Sampling Strategy for Label Ranking Massih-Reza Amini, Nicolas Usunier, François Laviolette, Alexandre Lacasse, Patrick Gallinari

IJCAI 2003 Semi-Supervised Learning with Explicit Misclassification Modeling Massih-Reza Amini, Patrick Gallinari

ECML-PKDD 2002 Learning Classification with Both Labeled and Unlabeled Data Jean-Noël Vittaut, Massih-Reza Amini, Patrick Gallinari