PARAMETRIC ESTIMATION OF RANDOMLY COMPRESSED FUNCTIONS A Thesis Presented to The Academic Faculty by William Edward Mantzel Jr. In Partial Fulﬁllment of the Requirements for the Degree Doctor of Philosophy in the School of Electrical and Computer Engineering Georgia Institute of Technology August Copyright c  2013 by William Edward Mantzel Jr.