Cyril Furtlehner
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
markov chain monte carlo
(2)
restricted boltzmann machine
(2)
energy-based model
(2)
natural gradient
(1)
gradient descent
(1)
contrastive divergence
(1)
early stopping
(1)
spectral decomposition
(1)
generative model
(1)
physics-informed neural network
(1)
partial differential equation
(1)
log-likelihood estimation
(1)
green's function
(1)
time delay
(1)
pairwise model
(1)
empirical covariance matrix
(1)
solar wind
(1)
space weather
(1)
parallel trajectory tempering
(1)
convex optimization
(1)
Papers
ANaGRAM: A Natural Gradient Relative to Adapted Model for efficient PINNs learning
ICLR 2025
A Theoretical Framework For Overfitting In Energy-based Modeling
ICML 2025
Fast training and sampling of Restricted Boltzmann Machines
ICLR 2025
Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines
NeurIPS 2021
Dynamic Time Lag Regression: Predicting What & When
ICLR 2020