Cyril Furtlehner

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 16

Top Topics

Restricted Boltzmann Machine

Affinity Propagation

Monte Carlo Sampling

Top Venues

Ann. Math. Artif. Intell.

Publications

Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Lorenzo Rosset, Beatriz Seoane
Fast, accurate training and sampling of Restricted Boltzmann Machines. CoRR (2024)
Antoine Szatkownik, Cyril Furtlehner, Guillaume Charpiat, Burak Yelmen, Flora Jay
Towards creating longer genetic sequences with GANs: Generation in principal component space. MLCB (2023)
Burak Yelmen, Aurélien Decelle, Leila Lea Boulos, Antoine Szatkownik, Cyril Furtlehner, Guillaume Charpiat, Flora Jay
Deep convolutional and conditional neural networks for large-scale genomic data generation. PLoS Comput. Biol. 19 (10) (2023)
Aurélien Decelle, Cyril Furtlehner, Alfonso De Jesus Navas Gómez, Beatriz Seoane
Inferring effective couplings with Restricted Boltzmann Machines. CoRR (2023)
Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
Learning a Restricted Boltzmann Machine using biased Monte Carlo sampling. CoRR (2022)
Cyril Furtlehner, Jean-Marc Lasgouttes, Alessandro Attanasi, Marco Pezzulla, Guido Gentile
Short-Term Forecasting of Urban Traffic Using Spatio-Temporal Markov Field. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines. CoRR (2021)
Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines. NeurIPS (2021)
Mandar Chandorkar, Cyril Furtlehner, Bala Poduval, Enrico Camporeale, Michèle Sebag
Dynamic Time Lag Regression: Predicting What & When. ICLR (2020)
Aurélien Decelle, Cyril Furtlehner
Restricted Boltzmann Machine, recent advances and mean-field theory. CoRR (2020)
Giancarlo Fissore, Yufei Han, Aurélien Decelle, Cyril Furtlehner
Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines. STAIRS@ECAI (2020)
Giancarlo Fissore, Aurélien Decelle, Cyril Furtlehner, Yufei Han
Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines. CoRR (2019)
Aurélien Decelle, Cyril Furtlehner
Gaussian-Spherical Restricted Boltzmann Machines. CoRR (2019)
Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner
Thermodynamics of Restricted Boltzmann Machines and related learning dynamics. CoRR (2018)
Aurelien Decelle, Giancarlo Fissore, Cyril Furtlehner
Spectral Learning of Restricted Boltzmann Machines. CoRR (2017)
Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
Latent binary MRF for online reconstruction of large scale systems. Ann. Math. Artif. Intell. 77 (1-2) (2016)
Xiangliang Zhang, Cyril Furtlehner, Cécile Germain-Renaud, Michèle Sebag
Data Stream Clustering With Affinity Propagation. IEEE Trans. Knowl. Data Eng. 26 (7) (2014)
Victorin Martin, Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes
GMRF Estimation under Topological and Spectral Constraints. ECML/PKDD (2) (2014)
Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
Using Latent Binary Variables for Online Reconstruction of Large Scale Systems. CoRR (2013)
Shun Kataoka, Muneki Yasuda, Cyril Furtlehner, Kazuyuki Tanaka
Traffic data reconstruction based on Markov random field modeling. CoRR (2013)
Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
Local stability of Belief Propagation algorithm with multiple fixed points. STAIRS (2012)
Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
Local stability of Belief Propagation algorithm with multiple fixed points CoRR (2012)
Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes, Victorin Martin
Pairwise MRF Calibration by Perturbation of the Bethe Reference Point CoRR (2012)
Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
The Role of Normalization in the Belief Propagation Algorithm CoRR (2011)
Maxim Samsonov, Cyril Furtlehner, Jean-Marc Lasgouttes
Exactly Solvable Stochastic Processes for Traffic Modelling. ISCIS (2010)
Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes, Victorin Martin, Fabrice Marchal, Fabien Moutarde
Spatial and temporal analysis of traffic states on large scale networks. ITSC (2010)
Xiangliang Zhang, Cyril Furtlehner, Julien Perez, Cécile Germain-Renaud, Michèle Sebag
Toward autonomic grids: analyzing the job flow with affinity streaming. KDD (2009)
Cyril Furtlehner, Jean-Marc Lasgouttes, Anne Auger
Learning Multiple Belief Propagation Fixed Points for Real Time Inference CoRR (2009)
Cyril Furtlehner, Michèle Sebag, Xiangliang Zhang
Scaling Analysis of Affinity Propagation CoRR (2009)
Xiangliang Zhang, Cyril Furtlehner, Michèle Sebag
Distributed and Incremental Clustering Based on Weighted Affinity Propagation. STAIRS (2008)
Xiangliang Zhang, Cyril Furtlehner, Michèle Sebag
Data Streaming with Affinity Propagation. ECML/PKDD (2) (2008)
Arnaud de La Fortelle, Jean-Marc Lasgouttes, Cyril Furtlehner
Statistical Physics Algorithms for Traffic Reconstruction. ERCIM News 2007 (68) (2007)
Cyril Furtlehner, Jean-Marc Lasgouttes, Arnaud de La Fortelle
A Belief Propagation Approach to Traffic Prediction using Probe Vehicles. ITSC (2007)