• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 182 matches

• 2025
• 
  Massih-Reza Amini, Vasilii Feofanov, Loïc Pauletto, Lies Hadjadj, Emilie Devijver, Yury Maximov:
  Self-training: A survey. Neurocomputing 616: 128904 (2025)
• 2024
• 
  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): 285-305 (2024)
• 
  Vasilii Feofanov, Emilie Devijver, Massih-Reza Amini:
  Multi-class Probabilistic Bounds for Majority Vote Classifiers with Partially Labeled Data. J. Mach. Learn. Res. 25: 104:1-104:47 (2024)
• 
  Rui-Ray Zhang, Massih-Reza Amini:
  Generalization bounds for learning under graph-dependence: a survey. Mach. Learn. 113(7): 3929-3959 (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: 9463-9476
• 
  Lies Hadjadj, Emilie Devijver, Rémi Molinier, Massih-Reza Amini:
  Efficient Initial Data Selection and Labeling for Multi-Class Classification Using Topological Analysis. ECAI 2024: 2677-2684
• 
  Alexandre Audibert, Aurélien Gauffre, Massih-Reza Amini:
  Exploring Contrastive Learning for Long-Tailed Multi-label Text Classification. ECML/PKDD (7) 2024: 245-261
• 
  Aurélien Gauffre, Julien Horvat, Massih-Reza Amini:
  A Unified Contrastive Loss for Self-training. ECML/PKDD (8) 2024: 3-18
• 
  Bahareh Afshinpour, Massih-Reza Amini, Roland Groz:
  Semantic Log Partitioning: Towards Automated Root Cause Analysis. QRS 2024: 639-648
• 
  Vincent Segonne, Aidan Mannion, Laura Cristina Alonzo Canul, Alexandre 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 Esparança-Rodier, Thomas François, Lorraine Goeuriot, Jérôme Goulian, Mathieu Lafourcade, Benjamin Lecouteux, François Portet, Fabien Ringeval, Vincent Vandeghinste, Maximin Coavoux, Marco Dinarelli, Didier Schwab:
  Jargon : Une suite de modèles de langues et de référentiels d'évaluation pour les domaines spécialisés du français. TALN (2) 2024: 9-10
• 
  Alexandre Audibert, Aurélien Gauffre, Massih-Reza Amini:
  Exploring Contrastive Learning for Long-Tailed Multi-Label Text Classification. CoRR abs/2404.08720 (2024)
• 
  Ashna Jose, Emilie Devijver, Massih-Reza Amini, Noël Jakse, Roberta Poloni:
  Classification Tree-based Active Learning: A Wrapper Approach. CoRR abs/2404.09953 (2024)
• 
  Ali Aghababaei Harandi, Massih-Reza Amini:
  Unified Framework for Neural Network Compression via Decomposition and Optimal Rank Selection. CoRR abs/2409.03555 (2024)
• 
  Aurélien Gauffre, Julien Horvat, Massih-Reza Amini:
  A Unified Contrastive Loss for Self-Training. CoRR abs/2409.07292 (2024)
• 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: 107188 (2023)
• 
  Alexandre Audibert, Massih-Reza Amini, Konstantin Usevich, Marianne Clausel:
  Low-Rank Updates of pre-trained Weights for Multi-Task Learning. ACL (Findings) 2023: 7544-7554
• 
  Lies Hadjadj, Massih-Reza Amini, Sana Louhichi:
  Generalization Guarantees of Self-Training of Halfspaces under Label Noise Corruption. IJCAI 2023: 3777-3785
• 
  Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas:
  Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part I. Lecture Notes in Computer Science 13713, Springer 2023, ISBN 978-3-031-26386-6 [contents]
• 
  Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas:
  Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part II. Lecture Notes in Computer Science 13714, Springer 2023, ISBN 978-3-031-26389-7 [contents]
• 
  Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas:
  Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part III. Lecture Notes in Computer Science 13715, Springer 2023, ISBN 978-3-031-26408-5 [contents]
• 
  Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas:
  Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part IV. Lecture Notes in Computer Science 13716, Springer 2023, ISBN 978-3-031-26411-5 [contents]
• 
  Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas:
  Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part V. Lecture Notes in Computer Science 13717, Springer 2023, ISBN 978-3-031-26418-4 [contents]
• 
  Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas:
  Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part VI. Lecture Notes in Computer Science 13718, Springer 2023, ISBN 978-3-031-26421-4 [contents]
• 
  Aleksandra Malkova, Massih-Reza Amini, Benoît Denis, Christophe Villien:
  Deep Learning with Partially Labeled Data for Radio Map Reconstruction. CoRR abs/2306.05294 (2023)
• 
  Lies Hadjadj, Emilie Devijver, Rémi Molinier, Massih-Reza Amini:
  Pool-Based Active Learning with Proper Topological Regions. CoRR abs/2310.01597 (2023)
• 2022
• 
  Vasilii Feofanov, Emilie Devijver, Massih-Reza Amini:
  Wrapper feature selection with partially labeled data. Appl. Intell. 52(11): 12316-12329 (2022)
• 
  Aleksandra Burashnikova, Marianne Clausel, Massih-Reza Amini, Yury Maximov, Nicolas Dante:
  Recommender Systems: When Memory Matters. ECIR (2) 2022: 56-63
• 
  Loïc Pauletto, Massih-Reza Amini, Nicolas Winckler:
  Se²NAS: Self-Semi-Supervised architecture optimization for Semantic Segmentation. ICPR 2022: 54-60
• 
  Bahareh Afshinpour, Roland Groz, Massih-Reza Amini:
  Correlating Test Events With Monitoring Logs For Test Log Reduction And Anomaly Prediction. ISSRE Workshops 2022: 274-280
• 
  Bahareh Afshinpour, Roland Groz, Massih-Reza Amini:
  Telemetry-Based Software Failure Prediction by Concept-Space Model Creation. QRS 2022: 199-208

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