Matthew James Johnson

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 2

Top Topics

Hyperparameters

Prior Distribution

Variational Inference

Top Venues

Found. Trends Mach. Learn.

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Jacob Kelly, Jesse Bettencourt, Matthew James Johnson, David Duvenaud
Learning Differential Equations that are Easy to Solve. CoRR (2020)
Elaine Angelino, Matthew James Johnson, Ryan P. Adams
Patterns of Scalable Bayesian Inference. Found. Trends Mach. Learn. 9 (2-3) (2016)
Matthew James Johnson, Alan S. Willsky
Stochastic Variational Inference for Bayesian Time Series Models. ICML (2014)
Matthew James Johnson
A Simple Explanation of A Spectral Algorithm for Learning Hidden Markov Models CoRR (2012)