Cyril Furtlehner

42 papers A* 6Journal 27Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning and extrapolating scale-invariant processes. CoRR Anaclara Alvez-Canepa, Cyril Furtlehner, François P. Landes
2025	A*	`conf`	A Theoretical Framework For Overfitting In Energy-based Modeling. ICML Giovanni Catania, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
2025	J	`jnl`	A theoretical framework for overfitting in energy-based modeling. CoRR Giovanni Catania, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
2025	J	`jnl`	AMStraMGRAM: Adaptive Multi-cutoff Strategy Modification for ANaGRAM. CoRR Nilo Schwencke, Cyriaque Rousselot, Alena Shilova, Cyril Furtlehner
2025	A*	`conf`	ANaGRAM: A Natural Gradient Relative to Adapted Model for efficient PINNs learning. ICLR Nilo Schwencke, Cyril Furtlehner
2025	J	`jnl`	Building causation links in stochastic nonlinear systems from data. CoRR Sergio Chibbaro, Cyril Furtlehner, Théo Marchetta, Andrei Tiberiu Pantea, Davide Rossetti
2025	A*	`conf`	Fast training and sampling of Restricted Boltzmann Machines. ICLR Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Lorenzo Rosset, Beatriz Seoane
2025	J	`jnl`	PRIVET: Privacy Metric Based on Extreme Value Theory. CoRR Antoine Szatkownik, Aurélien Decelle, Beatriz Seoane, Nicolas Béreux, Léo Planche, Guillaume Charpiat, Burak Yelmen, Flora Jay, Cyril Furtlehner
2024	J	`jnl`	ANaGRAM: A Natural Gradient Relative to Adapted Model for efficient PINNs learning. CoRR Nilo Schwencke, Cyril Furtlehner
2024	J	`jnl`	Fast, accurate training and sampling of Restricted Boltzmann Machines. CoRR Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Lorenzo Rosset, Beatriz Seoane
2023	J	`jnl`	Deep convolutional and conditional neural networks for large-scale genomic data generation. PLoS Comput. Biol. Burak Yelmen, Aurélien Decelle, Leila Lea Boulos, Antoine Szatkownik, Cyril Furtlehner, Guillaume Charpiat, Flora Jay
2023	J	`jnl`	Inferring effective couplings with Restricted Boltzmann Machines. CoRR Aurélien Decelle, Cyril Furtlehner, Alfonso De Jesus Navas Gómez, Beatriz Seoane
2023	—	`conf`	Towards creating longer genetic sequences with GANs: Generation in principal component space. MLCB Antoine Szatkownik, Cyril Furtlehner, Guillaume Charpiat, Burak Yelmen, Flora Jay
2022	J	`jnl`	Learning a Restricted Boltzmann Machine using biased Monte Carlo sampling. CoRR Nicolas Béreux, Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
2022	J	`jnl`	Short-Term Forecasting of Urban Traffic Using Spatio-Temporal Markov Field. IEEE Trans. Intell. Transp. Syst. Cyril Furtlehner, Jean-Marc Lasgouttes, Alessandro Attanasi, Marco Pezzulla, Guido Gentile
2021	A*	`conf`	Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines. NeurIPS Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
2021	J	`jnl`	Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines. CoRR Aurélien Decelle, Cyril Furtlehner, Beatriz Seoane
2020	A*	`conf`	Dynamic Time Lag Regression: Predicting What & When. ICLR Mandar Chandorkar, Cyril Furtlehner, Bala Poduval, Enrico Camporeale, Michèle Sebag
2020	J	`jnl`	Restricted Boltzmann Machine, recent advances and mean-field theory. CoRR Aurélien Decelle, Cyril Furtlehner
2020	—	`conf`	Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines. STAIRS@ECAI Giancarlo Fissore, Yufei Han, Aurélien Decelle, Cyril Furtlehner
2019	J	`jnl`	Gaussian-Spherical Restricted Boltzmann Machines. CoRR Aurélien Decelle, Cyril Furtlehner
2019	J	`jnl`	Robust Multi-Output Learning with Highly Incomplete Data via Restricted Boltzmann Machines. CoRR Giancarlo Fissore, Aurélien Decelle, Cyril Furtlehner, Yufei Han
2018	J	`jnl`	Thermodynamics of Restricted Boltzmann Machines and related learning dynamics. CoRR Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner
2017	J	`jnl`	Spectral Learning of Restricted Boltzmann Machines. CoRR Aurélien Decelle, Giancarlo Fissore, Cyril Furtlehner
2016	J	`jnl`	Latent binary MRF for online reconstruction of large scale systems. Ann. Math. Artif. Intell. Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
2014	J	`jnl`	Data Stream Clustering With Affinity Propagation. IEEE Trans. Knowl. Data Eng. Xiangliang Zhang, Cyril Furtlehner, Cécile Germain-Renaud, Michèle Sebag
2014	—	`conf`	GMRF Estimation under Topological and Spectral Constraints. ECML/PKDD (2) Victorin Martin, Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes
2013	J	`jnl`	Traffic data reconstruction based on Markov random field modeling. CoRR Shun Kataoka, Muneki Yasuda, Cyril Furtlehner, Kazuyuki Tanaka
2013	J	`jnl`	Using Latent Binary Variables for Online Reconstruction of Large Scale Systems. CoRR Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
2012	J	`jnl`	Local stability of Belief Propagation algorithm with multiple fixed points CoRR Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
2012	—	`conf`	Local stability of Belief Propagation algorithm with multiple fixed points. STAIRS Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
2012	J	`jnl`	Pairwise MRF Calibration by Perturbation of the Bethe Reference Point CoRR Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes, Victorin Martin
2011	J	`jnl`	The Role of Normalization in the Belief Propagation Algorithm CoRR Victorin Martin, Jean-Marc Lasgouttes, Cyril Furtlehner
2010	—	`conf`	Exactly Solvable Stochastic Processes for Traffic Modelling. ISCIS Maxim Samsonov, Cyril Furtlehner, Jean-Marc Lasgouttes
2010	—	`conf`	Spatial and temporal analysis of traffic states on large scale networks. ITSC Cyril Furtlehner, Yufei Han, Jean-Marc Lasgouttes, Victorin Martin, Fabrice Marchal, Fabien Moutarde
2009	J	`jnl`	Learning Multiple Belief Propagation Fixed Points for Real Time Inference CoRR Cyril Furtlehner, Jean-Marc Lasgouttes, Anne Auger
2009	J	`jnl`	Scaling Analysis of Affinity Propagation CoRR Cyril Furtlehner, Michèle Sebag, Xiangliang Zhang
2009	A*	`conf`	Toward autonomic grids: analyzing the job flow with affinity streaming. KDD Xiangliang Zhang, Cyril Furtlehner, Julien Perez, Cécile Germain-Renaud, Michèle Sebag
2008	—	`conf`	Data Streaming with Affinity Propagation. ECML/PKDD (2) Xiangliang Zhang, Cyril Furtlehner, Michèle Sebag
2008	—	`conf`	Distributed and Incremental Clustering Based on Weighted Affinity Propagation. STAIRS Xiangliang Zhang, Cyril Furtlehner, Michèle Sebag
2007	—	`conf`	A Belief Propagation Approach to Traffic Prediction using Probe Vehicles. ITSC Cyril Furtlehner, Jean-Marc Lasgouttes, Arnaud de La Fortelle
2007	J	`jnl`	Statistical Physics Algorithms for Traffic Reconstruction. ERCIM News Arnaud de La Fortelle, Jean-Marc Lasgouttes, Cyril Furtlehner