Bernardo Williams
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
sampling algorithm
(2)
markov chain monte carlo
(2)
non-convex optimization
(1)
variational inference
(1)
optimal transport
(1)
bayesian sampling
(1)
gaussian process
(1)
multi-class classification
(1)
monte carlo sampling
(1)
slice sampling
(1)
riemannian metric
(1)
hamiltonian monte carlo
(1)
probability measure
(1)
probability calibration
(1)
riemannian manifold
(1)
probability simplex
(1)
multimodal distribution
(1)
gaussian distribution
(1)
wasserstein space
(1)
forward-backward euler
(1)
Papers
Simplex-to-Euclidean Bijection for Conjugate and Calibrated Multiclass Gaussian Process Classification
UAI 2026
Geodesic Slice Sampler for Multimodal Distributions with Strong Curvature
UAI 2025
Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold
ICLR 2025
Geometric No-U-Turn Samplers: Concepts and Evaluation
PGM 2024
Non-geodesically-convex optimization in the Wasserstein space
NeurIPS 2024