Obermeyer, Fritz

5 publications

NeurIPSW 2019 Functional Tensors for Probabilistic Programming Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Du Phan, Jonathan Chen

MLOSS 2019 Pyro: Deep Universal Probabilistic Programming Eli Bingham, Jonathan P. Chen, Martin Jankowiak, Fritz Obermeyer, Neeraj Pradhan, Theofanis Karaletsos, Rohit Singh, Paul Szerlip, Paul Horsfall, Noah D. Goodman

ICML 2019 Tensor Variable Elimination for Plated Factor Graphs Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Neeraj Pradhan, Justin Chiu, Alexander Rush, Noah Goodman

ICML 2018 Pathwise Derivatives Beyond the Reparameterization Trick Martin Jankowiak, Fritz Obermeyer

AISTATS 2014 Scaling Nonparametric Bayesian Inference via Subsample-Annealing Fritz Obermeyer, Jonathan Glidden, Eric Jonas