Clémence Réda

According to our database, Clémence Réda authored at least 16 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Adaptive Quality-Diversity Trade-offs for Large-Scale Batch Recommendation.

Clémence Réda, Tomas Rigaux, Hiba Bederina, Koh Takeuchi, Hisashi Kashima, Jill-Jênn Vie

CoRR, February, 2026

Embedding Learning on Multiplex Networks for Link Prediction.

Orell Trautmann, Olaf Wolkenhauer, Clémence Réda

CoRR, February, 2026

An Anytime Algorithm for Good Arm Identification.

Marc Jourdan, Andrée Delahaye-Duriez, Clémence Réda

J. Mach. Learn. Res., 2026

Multivariate Functional Linear Discriminant Analysis for Partially-Observed Time Series (Abstract Reprint).

Rahul Bordoloi, Clémence Réda, Orell Trautmann, Saptarshi Bej, Olaf Wolkenhauer

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Joint embedding-classifier learning for interpretable collaborative filtering.

Clémence Réda, Jill-Jênn Vie, Olaf Wolkenhauer

BMC Bioinform., December, 2025

Multivariate functional linear discriminant analysis for partially-observed time series.

Rahul Bordoloi, Clémence Réda, Orell Trautmann, Saptarshi Bej, Olaf Wolkenhauer

Mach. Learn., March, 2025

Fast Iterative and Task-Specific Imputation with Online Learning.

Rahul Bordoloi, Clémence Réda, Saptarshi Bej

CoRR, January, 2025

2024

stanscofi and benchscofi: a new standard for drug repurposing by collaborative filtering.

Clémence Réda, Jill-Jênn Vie, Olaf Wolkenhauer

J. Open Source Softw., February, 2024

Multivariate Functional Linear Discriminant Analysis for the Classification of Short Time Series with Missing Data.

Rahul Bordoloi, Clémence Réda, Orell Trautmann, Saptarshi Bej, Olaf Wolkenhauer

CoRR, 2024

2023

NORDic: a Network-Oriented package for the Repurposing of Drugs.

Clémence Réda, Andrée Delahaye-Duriez

J. Open Source Softw., November, 2023

An Anytime Algorithm for Good Arm Identification.

Marc Jourdan, Clémence Réda

CoRR, 2023

2022

Combination of gene regulatory networks and sequential machine learning for drug repurposing. (Combinaison de réseaux de régulation génique et d'apprentissage statistique séquentiel pour le repositionnement de médicaments).

Clémence Réda

PhD thesis, 2022

Near-Optimal Collaborative Learning in Bandits.

Clémence Réda, Sattar Vakili, Emilie Kaufmann

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Prioritization of Candidate Genes Through Boolean Networks.

Clémence Réda, Andrée Delahaye-Duriez

Proceedings of the Computational Methods in Systems Biology, 2022

2021

Dealing With Misspecification In Fixed-Confidence Linear Top-m Identification.

Clémence Réda, Andrea Tirinzoni, Rémy Degenne

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Top-m identification for linear bandits.

Clémence Réda, Emilie Kaufmann, Andrée Delahaye-Duriez

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021