Geoffrey Roeder

Geoffrey Roeder

Princeton University - Princeton / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1592859
person_outline Geoffrey Roeder's MOST POPULAR ARTICLES
1-) Backpropagation through the void: Optimizing control variates for black-box gradient estimationW Grathwohl, D Choi, Y Wu, G Roeder, D DuvenaudarXiv preprint arXiv:1711.00123, 20172482017
2-) Sticking the landing: Simple, lower-variance gradient estimators for variational inferenceG Roeder, Y Wu, DK DuvenaudAdvances in Neural Information Processing Systems 30, 20171452017
3-) On linear identifiability of learned representationsG Roeder, L Metz, D KingmaInternational Conference on Machine Learning, 9030-9039, 2021322021
4-) A data-driven computational scheme for the nonlinear mechanical properties of cellular mechanical metamaterials under large deformationT Xue, A Beatson, M Chiaramonte, G Roeder, JT Ash, Y Menguc, ...Soft matter 16 (32), 7524-7534, 2020502020
5-) Efficient amortised bayesian inference for hierarchical and nonlinear dynamical systemsG Roeder, T Meeds, P Grant, A Phillips, N DalchauInternational Conference on Machine Learning, 4445-4455, 2019252019