Fritz Obermeyer

According to our database, Fritz Obermeyer authored at least 6 papers between 2014 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Pyro: Deep Universal Probabilistic Programming.

Eli Bingham, Jonathan P. Chen, Martin Jankowiak, Fritz Obermeyer, Neeraj Pradhan, Theofanis Karaletsos, Rohit Singh, Paul A. Szerlip, Paul Horsfall, Noah D. Goodman

J. Mach. Learn. Res., 2019

Functional Tensors for Probabilistic Programming.

Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Du Phan, Jonathan P. Chen

CoRR, 2019

Tensor Variable Elimination for Plated Factor Graphs.

Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Neeraj Pradhan, Justin T. Chiu, Alexander M. Rush, Noah D. Goodman

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Joint Mapping and Calibration via Differentiable Sensor Fusion.

Jonathan P. Chen, Fritz Obermeyer, Vladimir Lyapunov, Lionel Gueguen, Noah D. Goodman

CoRR, 2018

Pathwise Derivatives Beyond the Reparameterization Trick.

Martin Jankowiak, Fritz Obermeyer

Proceedings of the 35th International Conference on Machine Learning, 2018

2014

Scaling Nonparametric Bayesian Inference via Subsample-Annealing.

Fritz Obermeyer, Jonathan Glidden, Eric Jonas

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014