Personal profile
Fields of Science
- 113 Computer and information sciences
- 112 Statistics and probability
Collaborations and top research areas from the last five years
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Simplex-to-Euclidean Bijection for Conjugate and Calibrated Multiclass Gaussian Process Classification
Williams Moreno Sanchez, B., Tetali, H. V., Klami, A. & Hartmann, M., 2026, (Submitted) arXiv.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Geodesic Slice Sampler for Multimodal Distributions with Strong Curvature
Williams, B., Yu, H., Luu, H. P. H., Arvanitidis, G. & Klami, A., 2025, In: Proceedings of Machine Learning Research. 286, p. 4543-4564 22 p.Research output: Contribution to journal › Conference article › Scientific › peer-review
Open AccessFile -
Simplex-to-Euclidean Bijections for Categorical Flow Matching
Williams, B., Yeom-Song, V. M., Hartmann, M. & Klami, A., 31 Oct 2025, (Accepted/In press) AISTATS 2026.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open Access -
Stochastic variance-reduced Gaussian variational inference on the Bures-Wasserstein manifold
Luu, H. P. H., Yu, H., Williams, B., Hartmann, M. & Klami, A., 2025, 13th International Conference on Learning Representations, ICLR 2025. Curran Associates Inc., p. 45958 - 45982 25 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Geometric No-U-Turn Samplers: Concepts and Evaluation
Williams, B., Yu, H., Hartmann, M. & Klami, A., 2024, International Conference On Probabilistic Graphical Models. Kwisthout, J. & Renooij, S. (eds.). Journal of Machine Learning Research, p. 327-347 21 p. (Proceedings Of Machine Learning Research; vol. 246).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile
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Flexible priors for flexible models
Klami, A. (Project manager), Mikkola, P. (Participant), Répás, D. P. (Participant), Wei, H. (Participant) & Williams Moreno Sanchez, B. (Participant)
Suomen Akatemia Projektilaskutus
01/09/2024 → 31/08/2028
Project: Research Council of Finland: Academy Project
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Laskennallisesti tehokas päättely Riemannin pinnoilla
Hartmann, M. (Project manager), Williams Moreno Sanchez, B. (Participant) & Yu, H. (Participant)
01/09/2022 → 31/08/2025
Project: Research Council of Finland: Postdoctoral Researcher