Sajid Siddiqi
Title
Cited by
Cited by
Year
Closing the learning-planning loop with predictive state representations
B Boots, SM Siddiqi, GJ Gordon
The International Journal of Robotics Research 30 (7), 954-966, 2011
2192011
Hilbert space embeddings of hidden Markov models
L Song, B Boots, S Siddiqi, GJ Gordon, A Smola
2072010
Hilbert space embeddings of hidden Markov models
L Song, B Boots, S Siddiqi, GJ Gordon, A Smola
2072010
An experimental study of localization using wireless ethernet
A Howard, S Siddiqi, GS Sukhatme
Field and Service Robotics, 145-153, 2003
1432003
Reduced-rank hidden Markov models
S Siddiqi, B Boots, G Gordon
Proceedings of the Thirteenth International Conference on Artificial …, 2010
1272010
A constraint generation approach to learning stable linear dynamical systems
B Boots, GJ Gordon, SM Siddiqi
Advances in neural information processing systems, 1329-1336, 2008
1242008
A latent space approach to dynamic embedding of co-occurrence data
P Sarkar, SM Siddiqi, GJ Gordon
Artificial Intelligence and Statistics, 420-427, 2007
682007
Fast state discovery for HMM model selection and learning
SM Siddiqi, GJ Gordon, AW Moore
Artificial Intelligence and Statistics, 492-499, 2007
682007
Machine learning for adaptive power management
S Mannor, B Kveton, S Siddiqi, CH Yu
Autonomic Computing 10 (4), 299-312, 2006
452006
Experiments in monte-carlo localization using wifi signal strength
S Siddiqi, GS Sukhatme, A Howard
Proceedings of the International Conference on Advanced Robotics 210, 223, 2003
402003
Fast inference and learning in large-state-space HMMs
SM Siddiqi, AW Moore
Proceedings of the 22nd international conference on Machine learning, 800-807, 2005
352005
Automatic state discovery for unstructured audio scene classification
J Ramos, S Siddiqi, A Dubrawski, G Gordon, A Sharma
2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010
82010
Sequence selection for active learning
B Anderson, S Siddiqi, A Moore
Submitted to International Conference on Machine Learning, 2006
72006
Learning latent variable and predictive models of dynamical systems
SM Siddiqi
CARNEGIE-MELLON UNIV PITTSBURGH PA ROBOTICS INST, 2009
62009
Learning stable multivariate baseline models for outbreak detection
SM Siddiqi, B Boots, GJ Gordon, AW Dubrawski
Advances in Disease Surveillance 4 (266), 1-7.3, 2007
62007
Approximate Kalman filters for embedding author-word co-occurrence data over time
P Sarkar, SM Siddiqi, GJ Gordon
ICML Workshop on Statistical Network Analysis, 126-139, 2006
22006
Robotics: Science and Systems VI
R Maladen, Y Ding, P Umbanhowar, A Kamor, D Goldman, P Sreetharan, ...
MIT Press, 2011
2011
Home/Publications
ZAM Marinho, AFT Martins, SB Cohen, NA Smit, A Dragan, A Byravan, ...
Journal Article 46 (2), 390-396, 2010
2010
Home/Publications
R Blomquist, MK Lee, M Makatchev, GA Korsah, J Mostow, MB Dias, ...
Journal Article 17 (3), 459-468, 2009
2009
Home/Publications
G Hollinger, J Djugash, S Singh, R Houghten, C Pinilla, M Giulianotti, ...
Journal Article 10 (1), 3-19, 2008
2008
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Articles 1–20