Fritz Obermeyer

Publication Activity (10 Years)

Years Active: 2014-2019
Publications (10 Years): 8

Top Topics

Quasi Invariant

Bayesian Inference

Variable Elimination

Top Venues

J. Mach. Learn. Res.

Publications

Eli Bingham, Jonathan P. Chen, Martin Jankowiak, Fritz Obermeyer, Neeraj Pradhan, Theofanis Karaletsos, Rohit Singh, Paul A. Szerlip, Paul Horsfall, Noah D. Goodman
Pyro: Deep Universal Probabilistic Programming. J. Mach. Learn. Res. 20 (2019)
Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Neeraj Pradhan, Justin T. Chiu, Alexander M. Rush, Noah D. Goodman
Tensor Variable Elimination for Plated Factor Graphs. ICML (2019)
Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Du Phan, Jonathan P. Chen
Functional Tensors for Probabilistic Programming. CoRR (2019)
Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Justin T. Chiu, Neeraj Pradhan, Alexander M. Rush, Noah D. Goodman
Tensor Variable Elimination for Plated Factor Graphs. CoRR (2019)
Martin Jankowiak, Fritz Obermeyer
Pathwise Derivatives Beyond the Reparameterization Trick. ICML (2018)
Eli Bingham, Jonathan P. Chen, Martin Jankowiak, Fritz Obermeyer, Neeraj Pradhan, Theofanis Karaletsos, Rohit Singh, Paul A. Szerlip, Paul Horsfall, Noah D. Goodman
Pyro: Deep Universal Probabilistic Programming. CoRR (2018)
Martin Jankowiak, Fritz Obermeyer
Pathwise Derivatives Beyond the Reparameterization Trick. CoRR (2018)
Jonathan P. Chen, Fritz Obermeyer, Vladimir Lyapunov, Lionel Gueguen, Noah D. Goodman
Joint Mapping and Calibration via Differentiable Sensor Fusion. CoRR (2018)
Fritz Obermeyer, Jonathan Glidden, Eric Jonas
Scaling Nonparametric Bayesian Inference via Subsample-Annealing. AISTATS (2014)