2 papers
stat.ML2019
Critical initialisation in continuous approximations of binary neural networks
George Stamatescu, Federica Gerace, Carlo Lucibello +2
The training of stochastic neural network models with binary () weights and activations via continuous surrogate networks is investigated. We derive new surrogates using a no…
cs.CV2016
Track Extraction with Hidden Reciprocal Chain Models
George Stamatescu, Langford B White, Riley Bruce-Doust
This paper develops Bayesian track extraction algorithms for targets modelled as hidden reciprocal chains (HRC). HRC are a class of finite-state random process models that generali…