Bernardo Williams

14 papers A* 2A 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Simplex-to-Euclidean Bijection for Conjugate and Calibrated Multiclass Gaussian Process.
CoRR
Bernardo Williams, Harsha Vardhan Tetali, Arto Klami, Marcelo Hartmann
2025 A conf
Geodesic Slice Sampler for Multimodal Distributions with Strong Curvature.
UAI
Bernardo Williams, Hanlin Yu, Hoang Phuc Hau Luu, Georgios Arvanitidis, Arto Klami
2025 J jnl
Geodesic Slice Sampler for Multimodal Distributions with Strong Curvature.
CoRR
Bernardo Williams, Hanlin Yu, Hoang Phuc Hau Luu, Georgios Arvanitidis, Arto Klami
2025 J jnl
Simplex-to-Euclidean Bijections for Categorical Flow Matching.
CoRR
Bernardo Williams, Victor M. Yeom-Song, Marcelo Hartmann, Arto Klami
2025 A* conf
Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold.
ICLR
Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Marcelo Hartmann, Arto Klami
2024 — conf
Geometric No-U-Turn Samplers: Concepts and Evaluation.
PGM
Bernardo Williams, Hanlin Yu, Marcelo Hartmann, Arto Klami
2024 A* conf
Non-geodesically-convex optimization in the Wasserstein space.
NeurIPS
Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Petrus Mikkola, Marcelo Hartmann, Kai Puolamäki, Arto Klami
2024 J jnl
Non-geodesically-convex optimization in the Wasserstein space.
CoRR
Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Petrus Mikkola, Marcelo Hartmann, Kai Puolamäki, Arto Klami
2024 J jnl
Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold.
CoRR
Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Marcelo Hartmann, Arto Klami
2023 J jnl
Riemannian Laplace Approximation with the Fisher Metric.
CoRR
Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Mark Girolami, Arto Klami
2023 J jnl
Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics.
CoRR
Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami
2023 J jnl
Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics.
Trans. Mach. Learn. Res.
Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami
2023 J jnl
Warped geometric information on the optimisation of Euclidean functions.
CoRR
Marcelo Hartmann, Bernardo Williams, Hanlin Yu, Mark Girolami, Alessandro Barp, Arto Klami
2022 J jnl
The ENDS of assumptions: an online tool for the epistemic non-parametric drug-response scoring.
Bioinform.
Ali Amiryousefi, Bernardo Williams, Mohieddin Jafari, Jing Tang