19 citations · 19 across the 2 of their papers we have counts for
2 papers
stat.ML2015
Neuron's Eye View: Inferring Features of Complex Stimuli from Neural Responses
Xin, Chen, Jeffrey M Beck +1
Experiments that study neural encoding of stimuli at the level of individual neurons typically choose a small set of features present in the world --- contrast and luminance for vi…
stat.ML2015★ 19 cited
Fast Second-Order Stochastic Backpropagation for Variational Inference
Kai Fan, Ziteng Wang, Jeff Beck +2
We propose a second-order (Hessian or Hessian-free) based optimization method for variational inference inspired by Gaussian backpropagation, and argue that quasi-Newton optimizati…