Massih-Reza Amini

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 85

Top Venues

Publications

Aleksandra Malkova, Massih-Reza Amini, Benoît Denis, Christophe Villien
Neural architecture search for radio map reconstruction with partially labeled data. Integr. Comput. Aided Eng. 31 (3) (2024)
Alexandre Audibert, Aurélien Gauffre, Massih-Reza Amini
Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification. CoRR (2024)
Rui-Ray Zhang, Massih-Reza Amini
Generalization bounds for learning under graph-dependence: a survey. Mach. Learn. 113 (7) (2024)
Ashna Jose, Emilie Devijver, Massih-Reza Amini, Noël Jakse, Roberta Poloni
Classification Tree-based Active Learning: A Wrapper Approach. CoRR (2024)
Vincent Segonne, Aidan Mannion, Laura Cristina Alonzo Canul, Alexandre Daniel Audibert, Xingyu Liu, Cécile Macaire, Adrien Pupier, Yongxin Zhou, Mathilde Aguiar, Felix E. Herron, Magali Norré, Massih-Reza Amini, Pierrette Bouillon, Iris Eshkol-Taravella, Emmanuelle Esperança-Rodier, Thomas François, Lorraine Goeuriot, Jérôme Goulian, Mathieu Lafourcade, Benjamin Lecouteux, François Portet, Fabien Ringeval, Vincent Vandeghinste, Maximin Coavoux, Marco Dinarelli, Didier Schwab
Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains. LREC/COLING (2024)
Alexandre Audibert, Massih-Reza Amini, Konstantin Usevich, Marianne Clausel
Low-Rank Updates of pre-trained Weights for Multi-Task Learning. ACL (Findings) (2023)
Lies Hadjadj, Massih-Reza Amini, Sana Louhichi
Generalization Guarantees of Self-Training of Halfspaces under Label Noise Corruption. IJCAI (2023)
Aleksandra Malkova, Massih-Reza Amini, Benoît Denis, Christophe Villien
Deep Learning with Partially Labeled Data for Radio Map Reconstruction. CoRR (2023)
Michele Bernardini, Anastasiia Doinychko, Luca Romeo, Emanuele Frontoni, Massih-Reza Amini
A novel missing data imputation approach based on clinical conditional Generative Adversarial Networks applied to EHR datasets. Comput. Biol. Medicine 163 (2023)
Lies Hadjadj, Emilie Devijver, Rémi Molinier, Massih-Reza Amini
Pool-Based Active Learning with Proper Topological Regions. CoRR (2023)
Massih-Reza Amini, Vasilii Feofanov, Loïc Pauletto, Emilie Devijver, Yury Maximov
Self-Training: A Survey. CoRR (2022)
Rui-Ray Zhang, Massih-Reza Amini
Generalization bounds for learning under graph-dependence: A survey. CoRR (2022)
Aleksandra Burashnikova, Yury Maximov, Marianne Clausel, Charlotte Laclau, Franck Iutzeler, Massih-Reza Amini
Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation (Extended Abstract). CoRR (2022)
Loïc Pauletto, Massih-Reza Amini, Nicolas Winckler
NAS: Self-Semi-Supervised architecture optimization for Semantic Segmentation. ICPR (2022)
Bahareh Afshinpour, Roland Groz, Massih-Reza Amini
Telemetry-Based Software Failure Prediction by Concept-Space Model Creation. QRS (2022)
Vasilii Feofanov, Emilie Devijver, Massih-Reza Amini
Wrapper feature selection with partially labeled data. Appl. Intell. 52 (11) (2022)
Aleksandra Burashnikova, Marianne Clausel, Massih-Reza Amini, Yury Maximov, Nicolas Dante
Recommender Systems: When Memory Matters. ECIR (2) (2022)
Loïc Pauletto, Massih-Reza Amini, Nicolas Winckler
Self Semi Supervised Neural Architecture Search for Semantic Segmentation. CoRR (2022)
Bahareh Afshinpour, Roland Groz, Massih-Reza Amini
Correlating Test Events With Monitoring Logs For Test Log Reduction And Anomaly Prediction. ISSRE Workshops (2022)
Aleksandra Malkova, Loïc Pauletto, Christophe Villien, Benoît Denis, Massih-Reza Amini
Self-learning for Received Signal Strength Map Reconstruction with Neural Architecture Search. ICANN (5) (2021)
Georgios Balikas, Massih-Reza Amini, Marianne Clausel
Bilingual Topic Models for Comparable Corpora. CoRR (2021)
Vasilii Feofanov, Emilie Devijver, Massih-Reza Amini
Multi-class Probabilistic Bounds for Self-learning. CoRR (2021)
Aleksandra Burashnikova, Yury Maximov, Marianne Clausel, Charlotte Laclau, Franck Iutzeler, Massih-Reza Amini
Learning over No-Preferred and Preferred Sequence of Items for Robust Recommendation. J. Artif. Intell. Res. 71 (2021)
Dmitry Grishchenko, Franck Iutzeler, Jérôme Malick, Massih-Reza Amini
Distributed Learning with Sparse Communications by Identification. SIAM J. Math. Data Sci. 3 (2) (2021)
Eustache Diemert, Artem Betlei, Christophe Renaudin, Massih-Reza Amini, Théophane Gregoir, Thibaud Rahier
A Large Scale Benchmark for Individual Treatment Effect Prediction and Uplift Modeling. CoRR (2021)
Aleksandra Malkova, Loïc Pauletto, Christophe Villien, Benoît Denis, Massih-Reza Amini
Self-Learning for Received Signal Strength Map Reconstruction with Neural Architecture Search. CoRR (2021)
Sumit Sidana, Mikhail Trofimov, Oleh Horodnytskyi, Charlotte Laclau, Yury Maximov, Massih-Reza Amini
User preference and embedding learning with implicit feedback for recommender systems. Data Min. Knowl. Discov. 35 (2) (2021)
Artem Betlei, Eustache Diemert, Massih-Reza Amini
Uplift Modeling with Generalization Guarantees. KDD (2021)
Aleksandra Burashnikova, Marianne Clausel, Massih-Reza Amini, Yury Maximov, Nicolas Dante
Recommender systems: when memory matters. CoRR (2021)
Michele Bernardini, Luca Romeo, Emanuele Frontoni, Massih-Reza Amini
A Semi-Supervised Multi-Task Learning Approach for Predicting Short-Term Kidney Disease Evolution. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Aleksandra Burashnikova, Marianne Clausel, Charlotte Laclau, Frack Iutzeller, Yury Maximov, Massih-Reza Amini
Learning over no-Preferred and Preferred Sequence of items for Robust Recommendation. CoRR (2020)
Artem Betlei, Eustache Diemert, Massih-Reza Amini
Treatment Targeting by AUUC Maximization with Generalization Guarantees. CoRR (2020)
Dmitry Grischenko, Franck Iutzeler, Massih-Reza Amini
Sparse Asynchronous Distributed Learning. ICONIP (5) (2020)
Anastasiia Doinychko, Massih-Reza Amini
Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views. ECIR (1) (2020)
Bahareh Afshinpour, Roland Groz, Massih-Reza Amini, Yves Ledru, Catherine Oriat
Reducing Regression Test Suites using the Word2Vec Natural Language Processing Tool. SEED/NLPaSE@APSEC (2020)
Loïc Pauletto, Massih-Reza Amini, Rohit Babbar, Nicolas Winckler
Neural Architecture Search for Extreme Multi-label Text Classification. ICONIP (3) (2020)
Georgios Balikas, Gaël Dias, Rumen Moraliyski, Houssam Akhmouch, Massih-Reza Amini
Learning Lexical-Semantic Relations Using Intuitive Cognitive Links. ECIR (1) (2019)
Anastasiia Doinychko, Massih-Reza Amini
Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views. CoRR (2019)
Anil Goyal, Emilie Morvant, Pascal Germain, Massih-Reza Amini
Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters. Neurocomputing 358 (2019)
Vasilii Feofanov, Massih-Reza Amini, Emilie Devijver
Semi-supervised Wrapper Feature Selection with Imperfect Labels. CoRR (2019)
Aleksandra Burashnikova, Yury Maximov, Massih-Reza Amini
Sequential Learning over Implicit Feedback for Robust Large-Scale Recommender Systems. ECML/PKDD (3) (2019)
Vasilii Feofanov, Emilie Devijver, Massih-Reza Amini
Transductive Bounds for the Multi-Class Majority Vote Classifier. AAAI (2019)
Alexandra Burashnikova, Yury Maximov, Massih-Reza Amini
Sequential Learning over Implicit Feedback for Robust Large-Scale Recommender Systems. CoRR (2019)
Philippe Mulhem, Lorraine Goeuriot, Massih-Reza Amini, Nayanika Dogra
Quels corpus d'entraînement pour l'expansion de requêtes par plongement de mots : application à la recherche de microblogs culturels. CoRR (2019)
Georgios Balikas, Gaël Dias, Massih-Reza Amini
Multi-task Learning for Semantic Relations Discovery. EKAW (Posters & Demos) (2018)
Artem Betlei, Eustache Diemert, Massih-Reza Amini
Uplift Prediction with Dependent Feature Representation in Imbalanced Treatment and Control Conditions. ICONIP (5) (2018)
Georgios Balikas, Charlotte Laclau, Ievgen Redko, Massih-Reza Amini
Cross-lingual Document Retrieval using Regularized Wasserstein Distance. CoRR (2018)
Georgios Balikas, Charlotte Laclau, Ievgen Redko, Massih-Reza Amini
Cross-Lingual Document Retrieval Using Regularized Wasserstein Distance. ECIR (2018)
Anil Goyal, Emilie Morvant, Massih-Reza Amini
Multiview Learning of Weighted Majority Vote by Bregman Divergence Minimization. IDA (2018)
Simon Moura, Massih-Reza Amini, Sana Louhichi, Marianne Clausel
Rademacher Generalization Bounds for Classifier Chains. CoRR (2018)
Anil Goyal, Emilie Morvant, Massih-Reza Amini
Multiview Learning of Weighted Majority Vote by Bregman Divergence Minimization. CoRR (2018)
Yury Maximov, Massih-Reza Amini, Zaïd Harchaoui
Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised Algorithm (Extended Abstract). IJCAI (2018)
Yury Maximov, Massih-Reza Amini, Zaïd Harchaoui
Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised Algorithm. J. Artif. Intell. Res. 61 (2018)
Simon Moura, Amir Asarbaev, Massih-Reza Amini, Yury Maximov
Heterogeneous Dyadic Multi-task Learning with Implicit Feedback. ICONIP (3) (2018)
Dmitry Grishchenko, Franck Iutzeler, Jérôme Malick, Massih-Reza Amini
Asynchronous Distributed Learning with Sparse Communications and Identification. CoRR (2018)
Sumit Sidana, Sihem Amer-Yahia, Marianne Clausel, Majdeddine Rebai, Son T. Mai, Massih-Reza Amini
Health Monitoring on Social Media over Time. IEEE Trans. Knowl. Data Eng. 30 (8) (2018)
Georgios Balikas, Gaël Dias, Rumen Moraliyski, Massih-Reza Amini
Concurrent Learning of Semantic Relations. CoRR (2018)
Anil Goyal, Emilie Morvant, Pascal Germain, Massih-Reza Amini
Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters. CoRR (2018)
Konstantin Mishchenko, Franck Iutzeler, Jérôme Malick, Massih-Reza Amini
A Delay-tolerant Proximal-Gradient Algorithm for Distributed Learning. ICML (2018)
Sumit Sidana, Charlotte Laclau, Massih-Reza Amini
Learning to recommend diverse items over implicit feedback on PANDOR. RecSys (2018)
Bikash Joshi, Franck Iutzeler, Massih-Reza Amini
Large-scale asynchronous distributed learning based on parameter exchanges. Int. J. Data Sci. Anal. 5 (4) (2018)
Nayanika Dogra, Philippe Mulhem, Lorraine Goeuriot, Massih-Reza Amini
Corpus d'entraînement sur les plongements de mots pour la recherche de microblogs culturels. CORIA (2018)
Sumit Sidana, Charlotte Laclau, Massih-Reza Amini, Gilles Vandelle, André Bois-Crettez
KASANDR: A Large-Scale Dataset with Implicit Feedback for Recommendation. SIGIR (2017)
Georgios Balikas, Simon Moura, Massih-Reza Amini
Multitask Learning for Fine-Grained Twitter Sentiment Analysis. CoRR (2017)
Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Franck Iutzeler, Yury Maximov
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification. CoRR (2017)
Parantapa Goswami, Éric Gaussier, Massih-Reza Amini
Exploring the space of information retrieval term scoring functions. Inf. Process. Manag. 53 (2) (2017)
Georgios Balikas, Ioannis Partalas, Massih-Reza Amini
On the effectiveness of feature set augmentation using clusters of word embeddings. CoRR (2017)
Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Franck Iutzeler, Yury Maximov
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification. NIPS (2017)
Cédric Lopez, Ioannis Partalas, Georgios Balikas, Nadia Derbas, Amélie Martin, Coralie Reutenauer, Frédérique Segond, Massih-Reza Amini
CAp 2017 challenge: Twitter Named Entity Recognition. CoRR (2017)
Anil Goyal, Emilie Morvant, Pascal Germain, Massih-Reza Amini
PAC-Bayesian Analysis for a Two-Step Hierarchical Multiview Learning Approach. ECML/PKDD (2) (2017)
Georgios Balikas, Simon Moura, Massih-Reza Amini
Multitask Learning for Fine-Grained Twitter Sentiment Analysis. SIGIR (2017)
Mikhail Trofimov, Sumit Sidana, Oleh Horodnitskii, Charlotte Laclau, Yury Maximov, Massih-Reza Amini
Representation Learning and Pairwise Ranking for Implicit and Explicit Feedback in Recommendation Systems. CoRR (2017)
Hesam Amoualian, Wei Lu, Éric Gaussier, Georgios Balikas, Massih-Reza Amini, Marianne Clausel
Topical Coherence in LDA-based Models through Induced Segmentation. ACL (1) (2017)
Georgios Balikas, Massih-Reza Amini
An empirical study on large scale text classification with skip-gram embeddings. CoRR (2016)
Georgios Balikas, Massih-Reza Amini
TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification. SemEval@NAACL-HLT (2016)
Hesam Amoualian, Marianne Clausel, Éric Gaussier, Massih-Reza Amini
Streaming-LDA: A Copula-based Approach to Modeling Topic Dependencies in Document Streams. KDD (2016)
Yury Maximov, Massih-Reza Amini, Zaïd Harchaoui
Rademacher Complexity Bounds for a Penalized Multiclass Semi-Supervised Algorithm. CoRR (2016)
Georgios Balikas, Massih-Reza Amini, Marianne Clausel
On a Topic Model for Sentences. CoRR (2016)
Bikash Joshi, Franck Iutzeler, Massih-Reza Amini
Asynchronous Distributed Matrix Factorization with Similar User and Item Based Regularization. RecSys (2016)
Georgios Balikas, Massih-Reza Amini
Multi-label, Multi-class Classification Using Polylingual Embeddings. ECIR (2016)
Rohit Babbar, Ioannis Partalas, Éric Gaussier, Massih-Reza Amini, Cécile Amblard
Learning Taxonomy Adaptation in Large-scale Classification. J. Mach. Learn. Res. 17 (2016)
Georgios Balikas, Massih-Reza Amini, Marianne Clausel
On a Topic Model for Sentences. SIGIR (2016)
Georgios Balikas, Hesam Amoualian, Marianne Clausel, Éric Gaussier, Massih-Reza Amini
Modeling topic dependencies in semantically coherent text spans with copulas. COLING (2016)
Sumit Sidana, Shashwat Mishra, Sihem Amer-Yahia, Marianne Clausel, Massih-Reza Amini
Health Monitoring on Social Media over Time. SIGIR (2016)
Georgios Balikas, Massih-Reza Amini
TwiSE at SemEval-2016 Task 4: Twitter Sentiment Classification. CoRR (2016)
Mikhail P. Kuznetsov, Marianne Clausel, Massih-Reza Amini, Éric Gaussier, Vadim V. Strijov
Supervised Topic Classification for Modeling a Hierarchical Conference Structure. ICONIP (1) (2015)
Georgios Balikas, Ioannis Partalas, Éric Gaussier, Rohit Babbar, Massih-Reza Amini
Efficient Model Selection for Regularized Classification by Exploiting Unlabeled Data. IDA (2015)
Ali Fakeri-Tabrizi, Massih-Reza Amini, Cyril Goutte, Nicolas Usunier
Multiview self-learning. Neurocomputing 155 (2015)
Maria-Irina Nicolae, Marc Sebban, Amaury Habrard, Éric Gaussier, Massih-Reza Amini
Algorithmic Robustness for Semi-Supervised (ε, γ, τ) -Good Metric Learning. ICONIP (1) (2015)
Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Liva Ralaivola, Nicolas Usunier, Éric Gaussier
On Binary Reduction of Large-Scale Multiclass Classification Problems. IDA (2015)
Parantapa Goswami, Massih-Reza Amini, Éric Gaussier
Study of Heuristic IR Constraints Under Function Discovery Framework. ICTIR (2015)
Ioannis Partalas, Aris Kosmopoulos, Nicolas Baskiotis, Thierry Artières, George Paliouras, Éric Gaussier, Ion Androutsopoulos, Massih-Reza Amini, Patrick Gallinari
LSHTC: A Benchmark for Large-Scale Text Classification. CoRR (2015)
Maria-Irina Nicolae, Marc Sebban, Amaury Habrard, Éric Gaussier, Massih-Reza Amini
Algorithmic Robustness for Semi-Supervised (ε, γ, τ)-Good Metric Learning. ICLR (Workshop) (2015)
Parantapa Goswami, Massih-Reza Amini, Éric Gaussier
Language-independent Query Representation for IR Model Parameter Estimation on Unlabeled Collections. ICTIR (2015)
Liva Ralaivola, Massih-Reza Amini
Entropy-Based Concentration Inequalities for Dependent Variables. ICML (2015)
Parantapa Goswami, Massih-Reza Amini, Éric Gaussier
À la recherche des paramètres des modèles de RI. CORIA (2015)
Rohit Babbar, Ioannis Partalas, Éric Gaussier, Massih-Reza Amini
Re-ranking approach to classification in large-scale power-law distributed category systems. SIGIR (2014)
Ioannis Partalas, Massih-Reza Amini, Ion Androutsopoulos, Thierry Artières, Patrick Gallinari, Éric Gaussier, Georgios Paliouras
Web-scale classification: web classification in the big data era. WSDM (2014)
Rohit Babbar, Cornelia Metzig, Ioannis Partalas, Éric Gaussier, Massih-Reza Amini
On power law distributions in large-scale taxonomies. SIGKDD Explor. 16 (1) (2014)
Parantapa Goswami, Simon Moura, Éric Gaussier, Massih-Reza Amini, Francis Maes
Exploring the Space of IR Functions. ECIR (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Massih-Reza Amini