Rui Castro - Main

Rui Castro
Assistant Professor

Department of Electrical Engineering
Columbia University


Office: CEPSR (Shapiro Building), Room 716
Phone: +1 (212) 854 0513
Fax: +1 (212) 932 9421

Email: rmcastro at ee d0t c0lumb1a d0t edu

Mailing address:
1300 S. W. Mudd
500 W. 120th St.
New York, NY 10027
U.S.A.
My Photo

Research

    My research interests are on the borderline of signal processing, learning theory and statistics. One of my major research focus is on active learning techniques, also known as sequential experimental design. These include learning/sampling procedures that are able to use information gleaned from previous samples to adapt the sampling procedure. Applications include, among others, network monitoring and measurement and effective spectrum analysis methods for opportunistic transmission in cognitive radio.
    Currently I have been working (together with Jarvis Haupt and Rob Nowak) on Distilled Sensing (DS), a multi-step, selective (adaptive) sampling procedure for recovering sparse signals from noisy observations. DS results in dramatic quantifiable improvements over the best non-adaptive sensing methods for the estimation and detection of sparse signals in noise. More information can be found in http://www.distilledsensing.org.


List of Publications        C.V. [.pdf]


Teaching



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This page was last updated on Mar. 25th, 2009
Copyright 2009 - Rui Castro