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JMLR
2006
131views more  JMLR 2006»
13 years 7 months ago
Incremental Support Vector Learning: Analysis, Implementation and Applications
Incremental Support Vector Machines (SVM) are instrumental in practical applications of online learning. This work focuses on the design and analysis of efficient incremental SVM ...
Pavel Laskov, Christian Gehl, Stefan Krüger, ...
ESANN
2007
13 years 9 months ago
An overview of reservoir computing: theory, applications and implementations
Training recurrent neural networks is hard. Recently it has however been discovered that it is possible to just construct a random recurrent topology, and only train a single linea...
Benjamin Schrauwen, David Verstraeten, Jan M. Van ...
MM
1999
ACM
112views Multimedia» more  MM 1999»
14 years 7 hour ago
Geometrically correct imagery for teleconferencing
Current camera-monitor teleconferencing applications produce unrealistic imagery and break any sense of presence for the participants. Other capture/display technologies can be us...
Ruigang Yang, Michael S. Brown, W. Brent Seales, H...
ICDE
2010
IEEE
238views Database» more  ICDE 2010»
14 years 2 months ago
Correlation hiding by independence masking
— Extracting useful correlation from a dataset has been extensively studied. In this paper, we deal with the opposite, namely, a problem we call correlation hiding (CH), which is...
Yufei Tao, Jian Pei, Jiexing Li, Xiaokui Xiao, Ke ...
WOSP
2004
ACM
14 years 1 months ago
Collecting whole-system reference traces of multiprogrammed and multithreaded workloads
The simulated evaluation of memory management policies relies on reference traces—logs of memory operations performed by running processes. No existing approach to reference tra...
Scott F. Kaplan