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Identifying Driver Interactions via Conditional Behavior Prediction


Apr 20, 2021
Ekaterina Tolstaya, Reza Mahjourian, Carlton Downey, Balakrishnan Vadarajan, Benjamin Sapp, Dragomir Anguelov


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Learning and Inference in Hilbert Space with Quantum Graphical Models


Oct 29, 2018
Siddarth Srinivasan, Carlton Downey, Byron Boots

* 13 pages total, 9 pages content, 3 pages appendix; NIPS 2018 

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An Efficient, Expressive and Local Minima-free Method for Learning Controlled Dynamical Systems


Feb 28, 2018
Ahmed Hefny, Carlton Downey, Geoffrey J. Gordon


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Speaker Diarization with LSTM


Jan 31, 2018
Quan Wang, Carlton Downey, Li Wan, Philip Andrew Mansfield, Ignacio Lopez Moreno

* Submitted to ICASSP 2018 

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Links: A High-Dimensional Online Clustering Method


Jan 30, 2018
Philip Andrew Mansfield, Quan Wang, Carlton Downey, Li Wan, Ignacio Lopez Moreno


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Predictive State Recurrent Neural Networks


Jun 18, 2017
Carlton Downey, Ahmed Hefny, Boyue Li, Byron Boots, Geoffrey Gordon


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Practical Learning of Predictive State Representations


Feb 14, 2017
Carlton Downey, Ahmed Hefny, Geoffrey Gordon


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Supervised Learning for Dynamical System Learning


Nov 04, 2015
Ahmed Hefny, Carlton Downey, Geoffrey Gordon


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Large-scale randomized-coordinate descent methods with non-separable linear constraints


Jun 10, 2015
Sashank Reddi, Ahmed Hefny, Carlton Downey, Avinava Dubey, Suvrit Sra


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