Frederick A. Matsen IV

3 papers · 2017–2024 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)

Conferences

ICLR (1) ICML (1) JMLR (1)

Top co-authors

Cheng Zhang (3) Arman Bilge (1) Vu Dinh (1)

Keywords

probabilistic modeling (1) variational inference (1) bayesian inference (1) markov chain monte carlo (1) posterior distribution (1) hamiltonian monte carlo (1) phylogenetic inference (1) amortized inference (1) phylogenetic tree (1)

Papers

A Variational Approach to Bayesian Phylogenetic Inference JMLR 2024

Variational Bayesian Phylogenetic Inference ICLR 2019

Probabilistic Path Hamiltonian Monte Carlo ICML 2017