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Furtlehner, Cyril
252  results:
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1

Inferring effective couplings with restricted Boltzmann mac..:

Decelle, Aurélien ; Furtlehner, Cyril ; Navas Gómez, Alfonso de Jesús.
SciPost Physics.  16 (2024)  4 - p. , 2024
Link: https://doi.org/10.21468..
 
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2

Free Dynamics of Feature Learning Processes:

Furtlehner, Cyril
Journal of Statistical Physics.  190 (2023)  3 - p. , 2023
Link: https://doi.org/10.1007/..
 
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3

Deep convolutional and conditional neural networks for larg..:

Yelmen, Burak ; Decelle, Aurélien ; Boulos, Leila Lea...
PLOS Computational Biology.  19 (2023)  10 - p. e1011584 , 2023
Link: https://doi.org/10.1371/..
 
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4

Learning a restricted Boltzmann machine using biased Monte ..:

Béreux, Nicolas ; Decelle, Aurélien ; Furtlehner, Cyril.
SciPost Physics.  14 (2023)  3 - p. , 2023
Link: https://doi.org/10.21468..
 
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5

Equilibrium and non-equilibrium regimes in the learning of ..:

Decelle, Aurélien ; Furtlehner, Cyril ; Seoane, Beatriz
Journal of Statistical Mechanics: Theory and Experiment.  2022 (2022)  11 - p. 114009 , 2022
Link: https://doi.org/10.1088/..
 
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6

Short-Term Forecasting of Urban Traffic Using Spatio-Tempor..:

Furtlehner, Cyril ; Lasgouttes, Jean-Marc ; Attanasi, Alessandro..
IEEE Transactions on Intelligent Transportation Systems.  23 (2022)  8 - p. 10858-10867 , 2022
Link: https://doi.org/10.1109/..
 
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7

Creating artificial human genomes using generative neural n..:

Yelmen, Burak ; Decelle, Aurélien ; Ongaro, Linda...
PLOS Genetics.  17 (2021)  2 - p. e1009303 , 2021
Link: https://doi.org/10.1371/..
 
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8

Restricted Boltzmann machine: Recent advances and mean-fiel..:

Decelle, Aurélien ; Furtlehner, Cyril
Chinese Physics B.  30 (2021)  4 - p. 040202 , 2021
Link: https://doi.org/10.1088/..
 
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9

Cycle-Based Cluster Variational Method for Direct and Inver..:

Furtlehner, Cyril ; Decelle, Aurélien
Journal of Statistical Physics.  164 (2016)  3 - p. 531-574 , 2016
Link: https://doi.org/10.1007/..
 
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10

Latent binary MRF for online reconstruction of large scale ..:

Martin, Victorin ; Lasgouttes, Jean-Marc ; Furtlehner, Cyril
Annals of Mathematics and Artificial Intelligence.  77 (2015)  1-2 - p. 123-154 , 2015
Link: https://doi.org/10.1007/..
 
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11

Traffic data reconstruction based on Markov random field mo..:

Kataoka, Shun ; Yasuda, Muneki ; Furtlehner, Cyril.
Inverse Problems.  30 (2014)  2 - p. 025003 , 2014
Link: https://doi.org/10.1088/..
 
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12

Data Stream Clustering With Affinity Propagation:

Zhang, Xiangliang ; Furtlehner, Cyril ; Germain-Renaud, Cecile.
IEEE Transactions on Knowledge and Data Engineering.  26 (2014)  7 - p. 1644-1656 , 2014
Link: https://doi.org/10.1109/..
 
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13

Pairwise MRF Models Selection for Traffic Inference:

FURTLEHNER, Cyril
Interdisciplinary Information Sciences.  19 (2013)  1 - p. 17-22 , 2013
Link: https://doi.org/10.4036/..
 
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14

Approximate inverse Ising models close to a Bethe reference..:

Furtlehner, Cyril
Journal of Statistical Mechanics: Theory and Experiment.  2013 (2013)  9 - p. P09020 , 2013
Link: https://doi.org/10.1088/..
 
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15

One-Dimensional Particle Processes with Acceleration/Brakin..:

Furtlehner, Cyril ; Lasgouttes, Jean-Marc ; Samsonov, Maxim
Journal of Statistical Physics.  147 (2012)  6 - p. 1113-1144 , 2012
Link: https://doi.org/10.1007/..
 
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