Siddiqi, Sajid M.

6 publications

ICML 2010 Hilbert Space Embeddings of Hidden Markov Models Le Song, Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon, Alexander J. Smola

NeurIPS 2007 A Constraint Generation Approach to Learning Stable Linear Dynamical Systems Byron Boots, Geoffrey J. Gordon, Sajid M. Siddiqi

AISTATS 2007 A Latent Space Approach to Dynamic Embedding of Co-Occurrence Data Purnamrita Sarkar, Sajid M. Siddiqi, Geogrey J. Gordon

AISTATS 2007 Fast State Discovery for HMM Model Selection and Learning Sajid M. Siddiqi, Geogrey J. Gordon, Andrew W. Moore

ICML 2006 Approximate Kalman Filters for Embedding Author-Word Co-Occurrence Data over Time Purnamrita Sarkar, Sajid M. Siddiqi, Geoffrey J. Gordon

ICML 2005 Fast Inference and Learning in Large-State-Space HMMs Sajid M. Siddiqi, Andrew W. Moore