Louis Ohl

According to our database, Louis Ohl authored at least 8 papers between 2022 and 2025.

Collaborative distances:

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

2025

A Tutorial on Discriminative Clustering and Mutual Information.

Louis Ohl, Pierre-Alexandre Mattei, Frédéric Precioso

CoRR, May, 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