Sajid M. Siddiqi
Google Publications
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Hilbert Space Embeddings of Hidden Markov Models
Le Song, Byron Boots, Sajid Siddiqi, Geoffrey J. Gordon, Alex Smola
Proceedings of the International Conference on Machine Learning (ICML) (2010)
Previous Publications
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Automatic State Discovery for Unstructured Audio Scene Classification
Julian Ramos, Sajid Siddiqi, Artur Dubrawski, Geoffrey J. Gordon, Abhishek Sharma
Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2010)
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Reduced-Rank Hidden Markov Models
Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon
In Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) (2010)
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A Constraint Generation Approach to Learning Stable Linear Dynamical Systems
Sajid Siddiqi, Byron Boots, Geoffrey J. Gordon
Advances in Neural Information Processing Systems (NIPS) (2008)
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A Latent Space Approach to Dynamic Embedding of Co-occurrence Data
Purnamrita Sarkar, Sajid Siddiqi, Geoffrey J. Gordon
Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) (2007)
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Fast State Discovery for HMM Model Selection and Learning
Sajid Siddiqi, Geoffrey J. Gordon, Andrew Moore
Proceedings of the International Conference on Artificial Intelligence and Statistics (AISTATS) (2007)
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Machine Learning for Adaptive Power Management
Georgios Theocharous, Shie Mannor, Nilesh Shah, Prashant Gandhi, Branislav Kveton, Sajid Siddiqi, Chih-Han Yu
Intel Technology Journal, vol. 10(4) (2006)
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Fast Inference and Learning in Large-State-Space HMMs
Sajid M. Siddiqi, Andrew W. Moore
Proceedings of the International Conference on Machine Learning (ICML) (2005)
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An Experimental Study of Localization using Wireless Ethernet
Andrew Howard, Sajid M. Siddiqi, Gaurav Sukhatme
Proceedings of the International Conference on Field and Service Robotics (FSR) (2003)
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Experiments in Monte-Carlo Localization using WiFi Signal Strength
Sajid M. Siddiqi, Gaurav Sukhatme, Andrew Howard
Proceedings of the International Conference on Advanced Robotics (ICAR) (2003)

