This file was created with JabRef 2.2. Encoding: Cp1252 @INPROCEEDINGS{Fu2007, author = {F. Fu and D. S. Turaga and O. Verscheure and M. van der Schaar and L. Amini}, title = {CONFIGURING NETWORKED CLASSIFIERS IN DISTRIBUTED AND RESOURCE CONSTRAINED STREAM PROCESSING SYSTEMS}, booktitle = {Proc. IEEE Int. Conf. Acoust., Speech, and Signal Process., 2007 (ICASSP '07)}, year = {2007}, pages = {1085--1088}, month = {Apr.}, abstract = {We design algorithms for optimally configuring, in terms of model complexity as well as operating point, a cascade of exclusive classifiers on distributed systems, given underlying resource constraints. Under rate-dependent constraints we design a Viterbi-like strategy to determine the optimal solution with significantly lower computational complexity than an exhaustive search. We illustrate the performance ofthis strategy on a cascade of classifiers for a speaker verification task, and highlight performance gains over using a single classifier.}, keywords = {Resource constrained classification, Multistage classification, Distributed Stream Processing}, timestamp = {2007.08.02} } @comment{jabref-meta: selector_publisher:} @comment{jabref-meta: selector_author:} @comment{jabref-meta: selector_journal:} @comment{jabref-meta: selector_keywords:}