Geoffrey Roeder

1. Backpropagation through the Void: Optimizing control variates for black-box gradient estimation
   2017/10/31 by Will Grathwohl, Dami Choi, Grathwohl, Will +7 · 14 citations
   Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics
2. On Linear Identifiability of Learned Representations
   2020/07/01 by Geoffrey Roeder, Roeder, Geoffrey, Luke Metz +3 · 1 voice · 3 citations
   Computer Science · #Blind Source Separation Techniques #Neural Networks and Applications #Neural Networks and Reservoir Computing #cs.LG #stat.ML
3. Efficient Amortised Bayesian Inference for Hierarchical and Nonlinear\n Dynamical Systems
   2019/05/28 by Geoffrey Roeder, Roeder, Geoffrey, Paul K. Grant +7 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Cell Image Analysis Techniques #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science