Federico Bergamin
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Keywords
variational inference
(1)
conditional generation
(1)
laplace approximation
(1)
statistical testing
(1)
false positive rate
(1)
riemannian metric
(1)
posterior approximation
(1)
generative model
(1)
diffusion model
(1)
partial differential equation
(1)
out-of-distribution detection
(1)
bayesian neural network
(1)
crystalline material
(1)
score-based model
(1)
score-based diffusion
(1)
data assimilation
(1)
autoregressive sampling
(1)
statistical test
(1)
typicality test
(1)
score test
(1)
Papers
Kinetic Langevin Diffusion for Crystalline Materials Generation
ICML 2025
On conditional diffusion models for PDE simulations
NeurIPS 2024
Riemannian Laplace approximations for Bayesian neural networks
NeurIPS 2023
Model-agnostic out-of-distribution detection using combined statistical tests
AISTATS 2022