Marcelo Pereyra
4 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Mathematics & Optimization
(2)
Learning Types
(2)
Optimization
(2)
Processing
(2)
Deep Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Domain-Specific
(1)
Generation
(1)
Mathematics
(1)
Keywords
image reconstruction
(2)
inverse problem
(2)
log-concave distribution
(2)
wasserstein distance
(2)
mirror descent
(1)
riemannian metric
(1)
riemannian manifold
(1)
confidence region
(1)
consistency model
(1)
sampling error
(1)
prompt optimization
(1)
latent diffusion model
(1)
langevin monte carlo
(1)
convex body
(1)
log-concave sampling
(1)
parametric bootstrap
(1)
latent consistency model
(1)
hessian metric
(1)
proximal langevin monte carlo
(1)
moreau-yosida envelope
(1)
Papers
LATINO-PRO: LAtent consisTency INverse sOlver with PRompt Optimization
ICCV 2025
Equivariant bootstrapping for uncertainty quantification in imaging inverse problems
AISTATS 2024
Wasserstein Control of Mirror Langevin Monte Carlo
COLT 2020
Sampling from a log-concave distribution with compact support with proximal Langevin Monte Carlo
COLT 2017