Geoffrey Roeder

Backpropagation through the Void: Optimizing control variates for black-box gradient estimation

Will Grathwohl, Dami Choi, Yuhuai Wu et al. · arXiv (Cornell University) · 2017 · 100 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Sticking the Landing: Simple, Lower-Variance Gradient Estimators for Variational Inference

Geoffrey Roeder, Yuhuai Wu, David Duvenaud · arXiv (Cornell University) · 2017 · 73 citations · Full text

Computing, Data Science, Bayesian Data Analysis +16

A data-driven computational scheme for the nonlinear mechanical properties of cellular mechanical metamaterials under large deformation

Tianju Xue, Alex Beatson, Maurizio M. Chiaramonte et al. · Soft Matter · 2020 · 51 citations · Full text

Natural Sciences, Materials Science, Mechanical Engineering +17

On Linear Identifiability of Learned Representations

Geoffrey Roeder, Luke Metz, Diederik P. Kingma · arXiv (Cornell University) · 2020 · 16 citations · Full text

Computing, Computer Science, Artificial Intelligence +13

Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems

Geoffrey Roeder, Paul K. Grant, Andrew Phillips et al. · arXiv (Cornell University) · 2019 · 10 citations · Full text

Computing, Computer Science, Dynamical Systems +16