Conference Publications:


A Constraint Generation Approach to Learning Stable Linear Dynamical Systems
Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon
Advances in Neural Information Processing Systems (NIPS),  2007
[pdf]  [talk  ,   poster]

Fast State Discovery for HMM Model Selection and Learning
Sajid M. Siddiqi, Geoffrey J. Gordon, Andrew W. Moore
Proceedings of the 11th International Conference on Artificial Intelligence and Statistics (AI-STATS), 2007
[PDF]  [talk]

A Latent Space Approach to Dynamic Embedding of Co-occurrence Data
Purnamrita Sarkar, Sajid M. Siddiqi, Geoffrey J. Gordon
Proceedings of the 11th International Conference on Artificial Intelligence and Statistics (AI-STATS), 2007
[PDF]    [POSTER]                           [PDF of ICML '06 workshop version]

Fast Inference and Learning for Large State Space HMMs
Sajid M. Siddiqi, Andrew W. Moore
Proceedings of the 22nd International Conference on Machine Learning (ICML), 2005
[PDF]  [talk]

An Experimental Study of Localization Using Wireless Ethernet
Andrew Howard, Sajid M. Siddiqi, Gaurav S. Sukhatme
Proceedings of the International Conference on Field and Service Robotics (FSR), 2003
[PDF]                                                             [PDF of ICAR '03 version]