A flexible EM-like clustering algorithm for noisy data

v1v2v3v4 (latest)

A flexible EM-like clustering algorithm for noisy data

2 July 2019

Matthieu Jonckheere

Frédéric Pascal

ArXiv (abs)PDF HTML

Papers citing "A flexible EM-like clustering algorithm for noisy data"

11 / 11 papers shown

Title
Elliptical Wishart distributions: information geometry, maximum likelihood estimator, performance analysis and statistical learning Imen Ayadi Florent Bouchard Frédéric Pascal 65 1 0 05 Nov 2024
Convex Parameter Estimation of Perturbed Multivariate Generalized Gaussian Distributions Nora Ouzir Frédéric Pascal J. Pesquet 28 1 0 12 Dec 2023
Choosing the parameter of the Fermat distance: navigating geometry and noise Frédéric Chazal Laure Ferraris Pablo Groisman Matthieu Jonckheere Frédéric Pascal F. Sapienza OT 78 0 0 30 Nov 2023
FEMDA: a unified framework for discriminant analysis Pierre Houdouin Matthieu Jonckheere Frédéric Pascal 59 2 0 13 Nov 2023
Algorithme EM régularisé Pierre Houdouin Matthieu Jonckheere Frédéric Pascal 21 0 0 04 Jul 2023
FEMDA: Une méthode de classification robuste et flexible Pierre Houdouin Matthieu Jonckheere Frédéric Pascal OOD 35 0 0 04 Jul 2023
Regularized EM algorithm Pierre Houdouin Esa Ollila Frédéric Pascal 22 0 0 27 Mar 2023
A Robust and Flexible EM Algorithm for Mixtures of Elliptical Distributions with Missing Data Florian Mouret Alexandre Hippert-Ferrer Frédéric Pascal J. Tourneret 71 6 0 28 Jan 2022
Robust classification with flexible discriminant analysis in heterogeneous data Pierre Houdouin Frédéric Pascal Matthieu Jonckheere Andrew Wang 39 8 0 09 Jan 2022
Real Elliptically Skewed Distributions and Their Application to Robust Cluster Analysis Christian A. Schroth Michael Muma OOD 30 4 0 30 Jun 2020
Robust M-Estimation Based Bayesian Cluster Enumeration for Real Elliptically Symmetric Distributions Christian A. Schroth Michael Muma 72 12 0 04 May 2020