Sajid M. Siddiqi

Publication Activity (10 Years)

Years Active: 2005-2011
Publications (10 Years): 0

Publications

Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon
Closing the learning-planning loop with predictive state representations. Int. J. Robotics Res. 30 (7) (2011)
Le Song, Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon, Alexander J. Smola
Hilbert Space Embeddings of Hidden Markov Models. ICML (2010)
Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon
Reduced-Rank Hidden Markov Models. AISTATS (2010)
Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon
Closing the learning-planning loop with predictive state representations. AAMAS (2010)
Julian Ramos, Sajid M. Siddiqi, Artur Dubrawski, Geoffrey J. Gordon, Abhishek Sharma
Automatic state discovery for unstructured audio scene classification. ICASSP (2010)
Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon
Closing the Learning-Planning Loop with Predictive State Representations. Robotics: Science and Systems (2010)
Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon
Reduced-Rank Hidden Markov Models CoRR (2009)
Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon
Closing the Learning-Planning Loop with Predictive State Representations CoRR (2009)
Purnamrita Sarkar, Sajid M. Siddiqi, Geoffrey J. Gordon
A Latent Space Approach to Dynamic Embedding of Co-occurrence Data. AISTATS (2007)
Sajid M. Siddiqi, Byron Boots, Geoffrey J. Gordon
A Constraint Generation Approach to Learning Stable Linear Dynamical Systems. NIPS (2007)
Sajid M. Siddiqi, Geoffrey J. Gordon, Andrew W. Moore
Fast State Discovery for HMM Model Selection and Learning. AISTATS (2007)
Purnamrita Sarkar, Sajid M. Siddiqi, Geoffrey J. Gordon
Approximate Kalman Filters for Embedding Author-Word Co-occurrence Data over Time. SNA@ICML (2006)
Sajid M. Siddiqi, Andrew W. Moore
Fast inference and learning in large-state-space HMMs. ICML (2005)