Geoffrey Roeder
TitleCited byYear
Backpropagation through the void: Optimizing control variates for black-box gradient estimation
W Grathwohl, D Choi, Y Wu, G Roeder, D Duvenaud
arXiv preprint arXiv:1711.00123, 2018
932018
Sticking the landing: Simple, lower-variance gradient estimators for variational inference
G Roeder, Y Wu, DK Duvenaud
Advances in Neural Information Processing Systems, 6925-6934, 2017
71*2017
Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear Dynamical Systems
G Roeder, PK Grant, A Phillips, N Dalchau, E Meeds
arXiv preprint arXiv:1905.12090, 2019
2019
Design Motifs for Probabilistic Generative Design
G Roeder, N Killoran, W Grathwohl, D Duvenaud
2018
Climate models in modal adverbials: representational practice and deep uncertainty in the IPCC summary documents
GG Roeder
University of British Columbia, 2011
2011
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Articles 1–5