Search Machine Learning Repository:
All publications by Simon Osindero
authors venues years



Modeling image patches with a directed hierarchy of Markov random fields
Simon Osindero and Geoffrey E. Hinton
Advances in Neural Information Processing Systems 20, 2007


Combining discriminative features to infer complex trajectories
David A. Ross, Simon Osindero and Richard S. Zemel
Proceedings of the 23th International Conference on Machine Learning (ICML-06), 2006


Energy-Based Models for Sparse Overcomplete Representations
Yee W. Teh, Max Welling, Simon Osindero and Geoffrey E. Hinton
Journal of Machine Learning Research, 2003


Learning Sparse Topographic Representations with Products of Student-t Distributions
Max Welling, Simon Osindero and Geoffrey E. Hinton
Advances in Neural Information Processing Systems 15, 2002