Marcelo Hartmann
8 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (12)
🗺️
Taxonomy Completionist
(13)
Conferences
AISTATS (2)
ACML (1)
ICLR (1)
JMLR (1)
NIPS (1)
PGM (1)
UAI (1)
Top co-authors
Keywords
bayesian inference
(3)
markov chain monte carlo
(2)
prior predictive distribution
(2)
sampling algorithm
(2)
matrix factorization
(1)
hyperparameter optimization
(1)
optimal transport
(1)
bayesian sampling
(1)
laplace approximation
(1)
gaussian process
(1)
prior predictive
(1)
prior distribution
(1)
sampling efficiency
(1)
riemannian geometry
(1)
riemannian metric
(1)
posterior approximation
(1)
probability measure
(1)
probabilistic model
(1)
poisson factorization
(1)
wasserstein space
(1)
Papers
Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold
ICLR 2025
Non-geodesically-convex optimization in the Wasserstein space
NIPS 2024
Riemannian Laplace Approximation with the Fisher Metric
AISTATS 2024
Geometric No-U-Turn Samplers: Concepts and Evaluation
PGM 2024
Transformed Gaussian Processes for Characterizing a Model’s Discrepancy
ACML 2023
Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching
JMLR 2023
Lagrangian manifold Monte Carlo on Monge patches
AISTATS 2022
Flexible Prior Elicitation via the Prior Predictive Distribution
UAI 2020