default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDCyril Furtlehner
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[i17]Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Lorenzo Rosset, Beatriz Seoane:
Fast, accurate training and sampling of Restricted Boltzmann Machines. CoRR abs/2405.15376 (2024)- 2023
- [j4]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) - [c12]Antoine Szatkownik, Cyril Furtlehner, Guillaume Charpiat, Burak Yelmen, Flora Jay:
Towards creating longer genetic sequences with GANs: Generation in principal component space. MLCB 2023: 110-122 - [i16]Aurélien Decelle, Cyril Furtlehner, Alfonso De Jesus Navas Gómez, Beatriz Seoane:
Inferring effective couplings with Restricted Boltzmann Machines. CoRR abs/2309.02292 (2023) - 2022
- [j3]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): 10858-10867 (2022) - [i15]Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane:
Learning a Restricted Boltzmann Machine using biased Monte Carlo sampling. CoRR abs/2206.01310 (2022) - 2021
- [c11]Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane:
Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines. NeurIPS 2021: 5345-5359 - [i14]Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane:
Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines. CoRR abs/2105.13889 (2021) - 2020
- [c10]Giancarlo Fissore, Yufei Han, Aurélien Decelle, Cyril Furtlehner:
Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines. STAIRS@ECAI 2020 - [c9]Mandar Chandorkar, Cyril Furtlehner, Bala Poduval, Enrico Camporeale, Michèle Sebag:
Dynamic Time Lag Regression: Predicting What & When. ICLR 2020 - [i13]Aurélien Decelle, Cyril Furtlehner:
Restricted Boltzmann Machine, recent advances and mean-field theory. CoRR abs/2011.11307 (2020)
2010 – 2019
- 2019
- [i12]Aurélien Decelle, Cyril Furtlehner:
Gaussian-Spherical Restricted Boltzmann Machines. CoRR abs/1910.14544 (2019) - [i11]Giancarlo Fissore, Aurélien Decelle, Cyril Furtlehner, Yufei Han:
Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines. CoRR abs/1912.09382 (2019) - 2018
- [i10]Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner:
Thermodynamics of Restricted Boltzmann Machines and related learning dynamics. CoRR abs/1803.01960 (2018) - 2017
- [i9]Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner:
Spectral Learning of Restricted Boltzmann Machines. CoRR abs/1708.02917 (2017) - 2016
- [j2]Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner:
Latent binary MRF for online reconstruction of large scale systems. Ann. Math. Artif. Intell. 77(1-2): 123-154 (2016) - 2014
- [j1]Xiangliang Zhang, Cyril Furtlehner, Cécile Germain-Renaud, Michèle Sebag:
Data Stream Clustering With Affinity Propagation. IEEE Trans. Knowl. Data Eng. 26(7): 1644-1656 (2014) - [c8]Victorin Martin, Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes:
GMRF Estimation under Topological and Spectral Constraints. ECML/PKDD (2) 2014: 370-385 - 2013
- [i8]Shun Kataoka, Muneki Yasuda, Cyril Furtlehner, Kazuyuki Tanaka:
Traffic data reconstruction based on Markov random field modeling. CoRR abs/1306.6482 (2013) - [i7]Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner:
Using Latent Binary Variables for Online Reconstruction of Large Scale Systems. CoRR abs/1312.6607 (2013) - 2012
- [c7]Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner:
Local stability of Belief Propagation algorithm with multiple fixed points. STAIRS 2012: 180-191 - [i6]Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner:
Local stability of Belief Propagation algorithm with multiple fixed points. CoRR abs/1207.4597 (2012) - [i5]Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes, Victorin Martin:
Pairwise MRF Calibration by Perturbation of the Bethe Reference Point. CoRR abs/1210.5338 (2012) - 2011
- [i4]Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner:
The Role of Normalization in the Belief Propagation Algorithm. CoRR abs/1101.4170 (2011) - 2010
- [c6]Maxim Samsonov, Cyril Furtlehner, Jean-Marc Lasgouttes:
Exactly Solvable Stochastic Processes for Traffic Modelling. ISCIS 2010: 75-78 - [c5]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: 1215-1220
2000 – 2009
- 2009
- [c4]Xiangliang Zhang, Cyril Furtlehner, Julien Perez, Cécile Germain-Renaud, Michèle Sebag:
Toward autonomic grids: analyzing the job flow with affinity streaming. KDD 2009: 987-996 - [i3]Cyril Furtlehner, Jean-Marc Lasgouttes, Anne Auger:
Learning Multiple Belief Propagation Fixed Points for Real Time Inference. CoRR abs/0903.4860 (2009) - [i2]Cyril Furtlehner, Michèle Sebag, Xiangliang Zhang:
Scaling Analysis of Affinity Propagation. CoRR abs/0910.1800 (2009) - 2008
- [c3]Xiangliang Zhang, Cyril Furtlehner, Michèle Sebag:
Data Streaming with Affinity Propagation. ECML/PKDD (2) 2008: 628-643 - [c2]Xiangliang Zhang, Cyril Furtlehner, Michèle Sebag:
Distributed and Incremental Clustering Based on Weighted Affinity Propagation. STAIRS 2008: 199-210 - 2007
- [c1]Cyril Furtlehner, Jean-Marc Lasgouttes, Arnaud de La Fortelle:
A Belief Propagation Approach to Traffic Prediction using Probe Vehicles. ITSC 2007: 1022-1027 - [i1]Arnaud de La Fortelle, Jean-Marc Lasgouttes, Cyril Furtlehner:
Statistical Physics Algorithms for Traffic Reconstruction. ERCIM News 2007(68) (2007)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-05 21:22 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
