Aarti Singh
University/Research Lab: Carnegie Mellon University
Location: (Pittsburgh, PA)
Personal Research Web Page: http://www.cs.cmu.edu/~aarti/
Keywords: Statistical Inference and Machine Learning, Signal and Image Processing, Networked Systems, Bioinformatics, Wireless Communications and Sensor Networks
Location: (Pittsburgh, PA)
Personal Research Web Page: http://www.cs.cmu.edu/~aarti/
Keywords: Statistical Inference and Machine Learning, Signal and Image Processing, Networked Systems, Bioinformatics, Wireless Communications and Sensor Networks
Posted on: Saturday, May 1st, 2010
Broad Research Area: AI / Machine Learning / Robotics / Vision, Information Systems / Information Science, Networks / Operating Systems, Scientific/Medical Informatics, Theory / Algorithms
Research Interests:
My research interests lie at the intersection of statistical signal processing and machine learning. I am interested in developing principled approaches, particularly for semi-supervised and active learning, that adaptively learn and harness the dependency structure between variables to enable efficient inference. Application areas of interest to me include networked systems and bioinformatics.
Contact Information:
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