Matt P. Wand

3 papers · 2014–2020 · 1 conference · across top CS/AI conferences

Achievements

🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

JMLR (3)

Top co-authors

David Rohde (1) Tui H. Nolan (1) Marianne Menictas (1)

Keywords

approximate inference (2) variational inference (2) variational message passing (2) mean field variational baye (2) multivariate normal distribution (1) posterior approximation (1) semiparametric model (1) non-conjugate model (1) random effect (1) bayesian inference (1) hierarchical model (1)

Papers

Streamlined Variational Inference with Higher Level Random Effects JMLR 2020

Semiparametric Mean Field Variational Bayes: General Principles and Numerical Issues JMLR 2016

Fully Simplified Multivariate Normal Updates in Non-Conjugate Variational Message Passing JMLR 2014