Jan-Willem van de Meent
College of Computer and Information Science
440 Huntington Avenue
478 West Village H
Boston, MA 02115
+1 (617) 373 7696
JUN 2017 ∙ Maha Alkhairy’s first workshop paper “Learning Disentangled Representations for Text” will appear at the ICML workshop on Learning to Generate Natural Language.
FEB 2017 ∙ David’s paper “Design and Implementation of Probabilistic Programming Language Anglican” has appeared in the proceedings of IFL.
AUG 2016 ∙ Our paper “Bayesian Optimization for Probabilistic Programs” was accepted at NIPS.
JUL 2016 ∙ Anglican 1.0.0 is now up on Clojars.
JUL 2016 ∙ I will be teaching the CS 6220 course on Data Mining Techniques.
MAY 2016 ∙ Our paper on Black Box Policy Search with Probabilistic Programs appeared at AISTATS.
My research agenda is to understand how programs may be used to define structured and composable models in machine learning and artificial intelligence. To facilitate this agenda, I also work on inference techniques for probabilistic programs. I am one of the creators of Anglican, a probabilistic programming system closely integrated with Clojure.
I did a post-doc in the group of Frank Wood at Oxford. I did a PhD in biophysics with Ray Goldstein (Cambridge) and Wim van Saarloos (Leiden). I have also worked on applications of machine learning in single-molecule biophysics at Columbia (with Chris Wiggins and Ruben Gonzalez).