871 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre National de la Recherche ScientifiqueFR34 papers
- Lyon 1 UniversitéFR33 papers
- Université de LyonFR14 papers
- Institut national de recherche en sciences et technologies du numériqueFR10 papers
- École Normale Supérieure de LyonFR6 papers
- Centre Inria de l'Université Grenoble AlpesFR5 papers
- Université Grenoble AlpesFR5 papers
- Institut polytechnique de GrenobleFR4 papers
- Laboratoire de Probabilités, Statistique et ModélisationFR4 papers
- Sorbonne UniversitéFR4 papers
- Université de MontpellierFR4 papers
- Université Paris CitéFR4 papers
4 papers · 1 filter
Clustering with shallow trees
M. Bailly-Bechet, S. Bradde, A. Braunstein +3
We propose a new method for hierarchical clustering based on the optimisation of a cost function over trees of limited depth, and we derive a message--passing method that allows to…
Computing the likelihood of sequence segmentation under Markov modelling
Laurent Guéguen
I tackle the problem of partitioning a sequence into homogeneous segments, where homogeneity is defined by a set of Markov models. The problem is to study the likelihood that a seq…
Strategies for online inference of model-based clustering in large and growing networks
Hugo Zanghi, Franck Picard, Vincent Miele +1
In this paper we adapt online estimation strategies to perform model-based clustering on large networks. Our work focuses on two algorithms, the first based on the SAEM algorithm,…
Two-Dimensional Melting of a Crystal of Ferrofluid Spikes
François Boyer, Eric Falcon
We report the observation of the transition from an ordered solid-like phase to a disordered liquid-like phase of a lattice of spikes on a ferrofluid surface submitted to horizonta…