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Bernardo Williams
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2020 – today
- 2025
- [c5]Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Marcelo Hartmann, Arto Klami:
Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold. ICLR 2025 - [c4]Bernardo Williams, Hanlin Yu, Hoang Phuc Hau Luu, Georgios Arvanitidis, Arto Klami:
Geodesic Slice Sampler for Multimodal Distributions with Strong Curvature. UAI 2025: 4543-4564 - [i6]Bernardo Williams, Hanlin Yu, Hoang Phuc Hau Luu, Georgios Arvanitidis, Arto Klami:
Geodesic Slice Sampler for Multimodal Distributions with Strong Curvature. CoRR abs/2502.21190 (2025) - 2024
- [c3]Hanlin Yu, Marcelo Hartmann, Bernardo Williams Moreno Sanchez, Mark Girolami, Arto Klami:
Riemannian Laplace Approximation with the Fisher Metric. AISTATS 2024: 820-828 - [c2]Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Petrus Mikkola, Marcelo Hartmann, Kai Puolamäki, Arto Klami:
Non-geodesically-convex optimization in the Wasserstein space. NeurIPS 2024 - [c1]Bernardo Williams, Hanlin Yu, Marcelo Hartmann, Arto Klami:
Geometric No-U-Turn Samplers: Concepts and Evaluation. PGM 2024: 327-347 - [i5]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) - [i4]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
- [j2]Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami:
Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics. Trans. Mach. Learn. Res. 2023 (2023) - [i3]Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami:
Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics. CoRR abs/2303.05101 (2023) - [i2]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) - [i1]Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Mark Girolami, Arto Klami:
Riemannian Laplace Approximation with the Fisher Metric. CoRR abs/2311.02766 (2023) - 2022
- [j1]Ali Amiryousefi
, Bernardo Williams, Mohieddin Jafari
The ENDS of assumptions: an online tool for the epistemic non-parametric drug-response scoring. Bioinform. 38(11): 3132-3133 (2022)
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