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Publication search results
found 30 matches
- 2024
- Yanis Basso-Bert, William Guicquero, Anca Molnos, Romain Lemaire, Antoine Dupret:
On Class-Incremental Learning for Fully Binarized Convolutional Neural Networks. ISCAS 2024: 1-5 - Aurélien Renault, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire:
Early Classification of Time Series: Taxonomy and Benchmark. CoRR abs/2406.18332 (2024) - Aurélien Renault, Youssef Achenchabe, Edouard Bertrand, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire, Asma Dachraoui:
ml_edm package: a Python toolkit for Machine Learning based Early Decision Making. CoRR abs/2408.12925 (2024) - 2023
- Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuéjols:
Biquality learning: a framework to design algorithms dealing with closed-set distribution shifts. Mach. Learn. 112(12): 4663-4692 (2023) - Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuéjols:
biquality-learn: a Python library for Biquality Learning. CoRR abs/2308.09643 (2023) - Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuéjols:
Biquality Learning: a Framework to Design Algorithms Dealing with Closed-Set Distribution Shifts. CoRR abs/2308.15132 (2023) - 2022
- Alexis Bondu, Youssef Achenchabe, Albert Bifet, Fabrice Clérot, Antoine Cornuéjols, João Gama, Georges Hébrail, Vincent Lemaire, Pierre-Francois Marteau:
Open challenges for Machine Learning based Early Decision-Making research. SIGKDD Explor. 24(2): 12-31 (2022) - Youssef Achenchabe, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire:
When to Classify Events in Open Times Series? ACML 2022: 1-16 - Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuéjols:
Repondération Préférentielle pour l'Apprentissage Biqualité. EGC 2022: 339-346 - Youssef Achenchabe, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire:
Early and Revocable Time Series Classification. IJCNN 2022: 1-8 - Youssef Achenchabe, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire:
ECOTS: Early Classification in Open Time Series. CoRR abs/2204.00392 (2022) - Alexis Bondu, Youssef Achenchabe, Albert Bifet, Fabrice Clérot, Antoine Cornuéjols, João Gama, Georges Hébrail, Vincent Lemaire, Pierre-François Marteau:
Open challenges for Machine Learning based Early Decision-Making research. CoRR abs/2204.13111 (2022) - 2021
- Paul-Emile Zafar, Youssef Achenchabe, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire:
Early Classification of Time Series: Cost-based multiclass Algorithms. DSAA 2021: 1-10 - Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuéjols, Adam Ouorou:
Importance Reweighting for Biquality Learning. IJCNN 2021: 1-8 - Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuéjols, Adam Ouorou:
From Weakly Supervised Learning to Biquality Learning: an Introduction. IJCNN 2021: 1-10 - Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuéjols:
Contrastive Representations for Label Noise Require Fine-Tuning. IAL@PKDD/ECML 2021: 89-104 - Youssef Achenchabe, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire:
Early Classification of Time Series is Meaningful. CoRR abs/2104.13257 (2021) - Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuéjols:
Contrastive Representations for Label Noise Require Fine-Tuning. CoRR abs/2108.09154 (2021) - Youssef Achenchabe, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire:
Early and Revocable Time Series Classification. CoRR abs/2109.10285 (2021) - 2020
- Lucile Sassatelli, Marco Winckler, Thomas Fisichella, Antoine Dezarnaud, Julien Lemaire, Ramon Aparicio-Pardo, Daniela Trevisan:
New interactive strategies for virtual reality streaming in degraded context of use. Comput. Graph. 86: 27-41 (2020) - Antoine Lemaire, Arnaud Perona, Matthieu Caussanel, Herve Duval, Alain Dollet:
Open-circuit voltage decay: moving to a flexible method of characterisation. IET Circuits Devices Syst. 14(7): 947-955 (2020) - Antoine Lemaire, Arnaud Perona, Matthieu Caussanel, Alain Dollet:
Open-Circuit Voltage Decay Simulations on Silicon and Gallium Arsenide p-n Homojunctions: Design Influences on Bulk Lifetime Extraction. Microelectron. J. 101: 104735 (2020) - Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuéjols:
Importance Reweighting for Biquality Learning. CoRR abs/2010.09621 (2020) - Vincent Lemaire, Oumaima Alaoui Ismaili, Antoine Cornuéjols, Dominique Gay:
Predictive K-means with local models. CoRR abs/2012.09630 (2020) - Pierre Nodet, Vincent Lemaire, Alexis Bondu, Antoine Cornuéjols, Adam Ouorou:
From Weakly Supervised Learning to Biquality Learning, a brief introduction. CoRR abs/2012.09632 (2020) - 2017
- Oumaima Alaoui Ismaili, Vincent Lemaire, Antoine Cornuéjols:
Un critère d'évaluation pour les K-moyennes prédictives. EGC 2017: 297-302 - 2016
- Oumaima Alaoui Ismaili, Vincent Lemaire, Antoine Cornuéjols:
Une méthode supervisée pour initialiser les centres des K-moyennes. EGC 2016: 147-152 - 2015
- Vincent Lemaire, Oumaima Alaoui Ismaili, Antoine Cornuéjols:
An initialization scheme for supervized K-means. IJCNN 2015: 1-8 - 2014
- Oumaima Alaoui Ismaili, Vincent Lemaire, Antoine Cornuéjols:
Supervised Pre-processings Are Useful for Supervised Clustering. ECDA 2014: 147-157 - Oumaima Alaoui Ismaili, Vincent Lemaire, Antoine Cornuéjols:
A Supervised Methodology to Measure the Variables Contribution to a Clustering. ICONIP (1) 2014: 159-166
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