16 citations · 21 across the 3 of their papers we have counts for
3 papers
Subspace Selection to Suppress Confounding Source Domain Information in AAM Transfer Learning
Azin Asgarian, Ahmed Bilal Ashraf, David Fleet +1
Active appearance models (AAMs) are a class of generative models that have seen tremendous success in face analysis. However, model learning depends on the availability of detailed…
CO2 Forest: Improved Random Forest by Continuous Optimization of Oblique Splits
Mohammad Norouzi, Maxwell D. Collins, David J. Fleet +1
We propose a novel algorithm for optimizing multivariate linear threshold functions as split functions of decision trees to create improved Random Forest classifiers. Standard tree…
Lattice Particle Filters
Dirk Ormoneit, Christiane Lemieux, David J. Fleet
A standard approach to approximate inference in state-space models isto apply a particle filter, e.g., the Condensation Algorithm.However, the performance of particle filters often…