12 citations · 56 across the 15 of their papers we have counts for
17 papers
Using Latent Binary Variables for Online Reconstruction of Large Scale Systems
Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
We propose a probabilistic graphical model realizing a minimal encoding of real variables dependencies based on possibly incomplete observation and an empirical cumulative distribu…
Modeling a Case of Herding Behavior in a Multi-Player Game
Guy Fayolle, Jean-Marc Lasgouttes
The system mentioned in the title belongs to the family of the so-called massively multi-player online social games (MMOSG). It features a scoring system for the elements of the ga…
Pairwise MRF Calibration by Perturbation of the Bethe Reference Point
Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes +1
We investigate different ways of generating approximate solutions to the pairwise Markov random field (MRF) selection problem. We focus mainly on the inverse Ising problem, but dis…
Local stability of Belief Propagation algorithm with multiple fixed points
Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
A number of problems in statistical physics and computer science can be expressed as the computation of marginal probabilities over a Markov random field. Belief propagation, an it…
Waiting time asymptotics in the single server queue with service in random order
Onno Boxma, Sergey Foss, Jean-Marc Lasgouttes +1
We consider the single server queue with service in random order. For a large class of heavy-tailed service time distributions, we determine the asymptotic behavior of the waiting…
Birth and death processes on certain random trees: Classification and stationary laws
Guy Fayolle, Maxim Krikun, Jean-Marc Lasgouttes
The main substance of the paper concerns the growth rate and the classification (ergodicity, transience) of a family of random trees. In the basic model, new edges appear according…