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October 22, 2015

An Experimental Study into Spectral and
Geometric Approaches to Data Clustering
Prashant Sridhar
October 2015

School of Computer Science
Carnegie Mellon University
Pittsburgh, PA 15289
Thesis Committee:
Dr. Gary Miller, Chair
Dr. Alex Smola
Submitted in partial fulfillment of the requirements
for the degree of Masters in Computer Science.

c 2015 Prashant Sridhar