Bernardo Williams

According to our database, Bernardo Williams authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold.

Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Marcelo Hartmann, Arto Klami

CoRR, 2024

Non-geodesically-convex optimization in the Wasserstein space.

Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Petrus Mikkola, Marcelo Hartmann, Kai Puolamäki, Arto Klami

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Riemannian Laplace Approximation with the Fisher Metric.

Hanlin Yu, Marcelo Hartmann, Bernardo Williams Moreno Sanchez, Mark Girolami, Arto Klami

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics.

Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami

Trans. Mach. Learn. Res., 2023

Warped geometric information on the optimisation of Euclidean functions.

Marcelo Hartmann, Bernardo Williams, Hanlin Yu, Mark Girolami, Alessandro Barp, Arto Klami

CoRR, 2023

2022

The ENDS of assumptions: an online tool for the epistemic non-parametric drug-response scoring.

Ali Amiryousefi, Bernardo Williams, Mohieddin Jafari, Jing Tang

Bioinform., 2022