Beatriz Seoane
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(12)
🗺️
Taxonomy Completionist
(10)
🧭
Keyword Pioneer
Conferences
ICML (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
generative model
(3)
restricted boltzmann machine
(2)
markov chain monte carlo
(2)
energy-based model
(2)
diffusion model
(1)
phase transition
(1)
weight matrix
(1)
mean-field theory
(1)
energy based model
(1)
gradient estimation
(1)
thermodynamic analysis
(1)
singular value decomposition
(1)
contrastive divergence
(1)
boltzmann machine
(1)
Papers
Fast training and sampling of Restricted Boltzmann Machines
ICLR 2025
A Theoretical Framework For Overfitting In Energy-based Modeling
ICML 2025
Cascade of phase transitions in the training of energy-based models
NIPS 2024
Explaining the effects of non-convergent MCMC in the training of Energy-Based Models
ICML 2023
Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines
NIPS 2021