Sajid M. Siddiqi

According to our database, Sajid M. Siddiqi authored at least 9 papers between 2005 and 2011.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2011

Closing the learning-planning loop with predictive state representations.

Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon

Int. J. Robotics Res., 2011

2010

Reduced-Rank Hidden Markov Models.

Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon

Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Hilbert Space Embeddings of Hidden Markov Models.

Le Song, Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon, Alexander J. Smola

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Automatic state discovery for unstructured audio scene classification.

Julian Ramos, Sajid M. Siddiqi, Artur Dubrawski, Geoffrey J. Gordon, Abhishek Sharma

Proceedings of the IEEE International Conference on Acoustics, 2010

2007

Fast State Discovery for HMM Model Selection and Learning.

Sajid M. Siddiqi, Geoffrey J. Gordon, Andrew W. Moore

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

A Latent Space Approach to Dynamic Embedding of Co-occurrence Data.

Purnamrita Sarkar, Sajid M. Siddiqi, Geoffrey J. Gordon

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

A Constraint Generation Approach to Learning Stable Linear Dynamical Systems.

Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

2006

Approximate Kalman Filters for Embedding Author-Word Co-occurrence Data over Time.

Purnamrita Sarkar, Sajid M. Siddiqi, Geoffrey J. Gordon

Proceedings of the Statistical Network Analysis: Models, Issues, and New Directions, 2006

2005

Fast inference and learning in large-state-space HMMs.

Sajid M. Siddiqi, Andrew W. Moore

Proceedings of the Machine Learning, 2005