Louis Ohl

According to our database, Louis Ohl authored at least 8 papers between 2022 and 2026.

Collaborative distances:

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

2026

A Tutorial on Discriminative Clustering and Mutual Information.

Louis Ohl, Pierre-Alexandre Mattei, Frédéric Precioso

ACM Comput. Surv., March, 2026

2025

Discriminative ordering through ensemble consensus.

Louis Ohl, Fredrik Lindsten

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

2024

Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection.

Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso

Stat. Comput., October, 2024

Statistical learning applied to cardiology : discriminative clustering and aortic stenosis phenogroups. (Apprentissage statistique appliqué à la cardiologie : clustering discriminant et phénogroupes de la sténose aortique).

Louis Ohl

PhD thesis, 2024

Kernel KMeans clustering splits for end-to-end unsupervised decision trees.

Louis Ohl, Pierre-Alexandre Mattei, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso

CoRR, 2024

2023

Generalised Mutual Information: a Framework for Discriminative Clustering.

Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso

CoRR, 2023

Sparse GEMINI for Joint Discriminative Clustering and Feature Selection.

Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso

CoRR, 2023

2022

Generalised Mutual Information for Discriminative Clustering.

Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso

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