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2020 – today
- 2024
[c4]Hanlin Yu, Marcelo Hartmann, Bernardo Williams Moreno Sanchez, Mark Girolami, Arto Klami:
Riemannian Laplace Approximation with the Fisher Metric. AISTATS 2024: 820-828- [i7]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 abs/2406.00502 (2024) - [i6]Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Marcelo Hartmann, Arto Klami:
Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold. CoRR abs/2410.02490 (2024) - 2023
- [j5]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: 67:1-67:51 (2023) - [j4]Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami:
Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics. Trans. Mach. Learn. Res. 2023 (2023) - [c3]Aurélien Nioche, Ville Tanskanen, Marcelo Hartmann, Arto Klami:
Transformed Gaussian Processes for Characterizing a Model's Discrepancy. ACML 2023: 991-1006 - [i5]Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami:
Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics. CoRR abs/2303.05101 (2023) - [i4]Marcelo Hartmann, Bernardo Williams, Hanlin Yu, Mark Girolami, Alessandro Barp, Arto Klami:
Warped geometric information on the optimisation of Euclidean functions. CoRR abs/2308.08305 (2023) - [i3]Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Mark Girolami, Arto Klami:
Riemannian Laplace Approximation with the Fisher Metric. CoRR abs/2311.02766 (2023) - 2022
- [c2]Marcelo Hartmann, Mark Girolami, Arto Klami:
Lagrangian manifold Monte Carlo on Monge patches. AISTATS 2022: 4764-4781 - [i2]Marcelo Hartmann, Mark Girolami, Arto Klami:
Lagrangian Manifold Monte Carlo on Monge Patches. CoRR abs/2202.00755 (2022) - 2020
- [c1]Marcelo Hartmann, Georgi Agiashvili, Paul C. Bürkner, Arto Klami:
Flexible Prior Elicitation via the Prior Predictive Distribution. UAI 2020: 1129-1138
2010 – 2019
- 2019
- [j3]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): 2743-2756 (2019) - [j2]Marcelo Hartmann, Jarno Vanhatalo:
Laplace approximation and natural gradient for Gaussian process regression with heteroscedastic student-t model. Stat. Comput. 29(4): 753-773 (2019) - [i1]Eliezer de Souza da Silva, Tomasz Kusmierczyk, Marcelo Hartmann, Arto Klami:
Prior specification via prior predictive matching: Poisson matrix factorization and beyond. CoRR abs/1910.12263 (2019) - 2017
- [j1]Marcelo Hartmann, Ricardo S. Ehlers:
Bayesian inference for generalized extreme value distributions via Hamiltonian Monte Carlo. Commun. Stat. Simul. Comput. 46(7): 5285-5302 (2017)
Coauthor Index
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