Aaron A. D'Souza, Ph.D.

Affiliations: 
2004 University of Southern California, Los Angeles, CA, United States 
Area:
Computer Science, Statistics, Artificial Intelligence
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"Aaron D'Souza"

Parents

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Stefan Schaal grad student 2004 USC
 (Towards tractable parameter -free statistical learning.)
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Publications

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Ting JA, D'Souza A, Schaal S. (2011) Bayesian robot system identification with input and output noise. Neural Networks : the Official Journal of the International Neural Network Society. 24: 99-108
Ting JA, D'Souza A, Vijayakumar S, et al. (2010) Efficient learning and feature selection in high-dimensional regression. Neural Computation. 22: 831-86
Ting JA, D'Souza A, Yamamoto K, et al. (2008) Variational Bayesian least squares: an application to brain-machine interface data. Neural Networks : the Official Journal of the International Neural Network Society. 21: 1112-31
Vijayakumar S, D'Souza A, Schaal S. (2005) Incremental online learning in high dimensions. Neural Computation. 17: 2602-34
Vijayakumar S, D'souza A, Shibata T, et al. (2002) Statistical learning for humanoid robots Autonomous Robots. 12: 55-69
Schaal S, Vijayakumar S, D'Souza A. (2001) Online Statistical Robot Learning Journal of the Robotics Society of Japan. 19: 561-568
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