Marcelo Hartmann

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Geometric Information

Euclidean Metric

Autoregressive Moving Average

Top Venues

Commun. Stat. Simul. Comput.

Publications

Hanlin Yu, Marcelo Hartmann, Bernardo Williams Moreno Sanchez, Mark Girolami, Arto Klami
Riemannian Laplace Approximation with the Fisher Metric. AISTATS (2024)
Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Petrus Mikkola, Marcelo Hartmann, Kai Puolamäki, Arto Klami
Non-geodesically-convex optimization in the Wasserstein space. CoRR (2024)
Marcelo Hartmann, Bernardo Williams, Hanlin Yu, Mark Girolami, Alessandro Barp, Arto Klami
Warped geometric information on the optimisation of Euclidean functions. CoRR (2023)
Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami
Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics. CoRR (2023)
Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Mark Girolami, Arto Klami
Riemannian Laplace Approximation with the Fisher Metric. CoRR (2023)
Eliezer de Souza da Silva, Tomasz Kusmierczyk, Marcelo Hartmann, Arto Klami
Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching. J. Mach. Learn. Res. 24 (2023)
Aurélien Nioche, Ville Tanskanen, Marcelo Hartmann, Arto Klami
Transformed Gaussian Processes for Characterizing a Model's Discrepancy. ACML (2023)
Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami
Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics. Trans. Mach. Learn. Res. 2023 (2023)
Marcelo Hartmann, Mark Girolami, Arto Klami
Lagrangian Manifold Monte Carlo on Monge Patches. CoRR (2022)
Marcelo Hartmann, Mark Girolami, Arto Klami
Lagrangian manifold Monte Carlo on Monge patches. AISTATS (2022)
Marcelo Hartmann, Georgi Agiashvili, Paul C. Bürkner, Arto Klami
Flexible Prior Elicitation via the Prior Predictive Distribution. UAI (2020)
Eliezer de Souza da Silva, Tomasz Kusmierczyk, Marcelo Hartmann, Arto Klami
Prior specification via prior predictive matching: Poisson matrix factorization and beyond. CoRR (2019)
Eder Angelo Milani, Marcelo Hartmann, Marinho Gomes Andrade, Carlos Alberto Ribeiro Diniz
A Bernoulli autoregressive moving average model applied to rainfall occurrence. Commun. Stat. Simul. Comput. 48 (9) (2019)
Marcelo Hartmann, Jarno Vanhatalo
Laplace approximation and natural gradient for Gaussian process regression with heteroscedastic student-t model. Stat. Comput. 29 (4) (2019)
Marcelo Hartmann, Ricardo S. Ehlers
Bayesian inference for generalized extreme value distributions via Hamiltonian Monte Carlo. Commun. Stat. Simul. Comput. 46 (7) (2017)