Bernardo Williams

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Semidefinite Program

Euclidean Metric

Geometric Information

Convex Optimization

Top Venues

Trans. Mach. Learn. Res.

Publications

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)
Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami
Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics. Trans. Mach. Learn. Res. 2023 (2023)
Ali Amiryousefi, Bernardo Williams, Mohieddin Jafari, Jing Tang
The ENDS of assumptions: an online tool for the epistemic non-parametric drug-response scoring. Bioinform. 38 (11) (2022)