My research interests revolve around machine learning and pattern recognition. I work as part of the Brain Image Analysis Research Group, a team that develops machine learning techniques to analyze fMRI data. Specifically, I am working on machine learning problems that involve high dimensionality and very sparse training set data. I am also interested in transfer/lifelong learning, deep belief nets, and automatic feature synthesis.
|Research Interest Keywords|
|artificial intelligence, machine learning, neural networks, pattern recognition|
|The Robotics Institute is part of the School of Computer Science, Carnegie Mellon University.|
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