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All publications by Byron Boots
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A Spectral Learning Approach to Range-Only SLAM
Byron Boots and Geoffrey J. Gordon
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Two-Manifold Problems with Applications to Nonlinear System Identification
Byron Boots and Geoffrey J. Gordon
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Hilbert Space Embeddings of Hidden Markov Models
Le Song, Byron Boots, Sajid M. Siddiqi, Geoffrey J. Gordon and Alex J. Smola
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010


Predictive State Temporal Difference Learning
Byron Boots and Geoffrey J. Gordon
Advances in Neural Information Processing Systems 23, 2010


Reduced-Rank Hidden Markov Models
Sajid M. Siddiqi, Byron Boots and Geoffrey J. Gordon
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics (AISTATS-10), 2010


A Constraint Generation Approach to Learning Stable Linear Dynamical Systems
Byron Boots, Geoffrey J. Gordon and Sajid M. Siddiqi
Advances in Neural Information Processing Systems 20, 2007