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JMLR
2012
12 years 1 months ago
Online Incremental Feature Learning with Denoising Autoencoders
While determining model complexity is an important problem in machine learning, many feature learning algorithms rely on cross-validation to choose an optimal number of features, ...
Guanyu Zhou, Kihyuk Sohn, Honglak Lee
INFOCOM
2012
IEEE
12 years 1 months ago
Harnessing Internet topological stability in Thorup-Zwick compact routing
—Thorup-Zwick (TZ) compact routing guarantees sublinear state growth with the size of the network by routing via landmarks and incurring some path stretch. It uses a pseudo-rando...
Stephen D. Strowes, Colin Perkins
VAMOS
2010
Springer
14 years 19 days ago
Conflict Resolution Strategies During Product Configuration
During product configuration, users are prone to make errors because of complexity and lack of system knowledge. Such errors cause conflicts (i.e., incompatible choices selected) a...
Alexander Nöhrer, Alexander Egyed
ADHOCNOW
2008
Springer
14 years 5 months ago
Adapting BitTorrent to Wireless Ad Hoc Networks
Abstract. BitTorrent is one of the Internet’s most efficient content distribution protocols. It is known to perform very well over the wired Internet where end-to-end performance...
Mohamed Karim Sbai, Chadi Barakat, Jaeyoung Choi, ...
ATAL
2003
Springer
14 years 4 months ago
Coalition formation with uncertain heterogeneous information
Coalition formation methods allow agents to join together and are thus necessary in cases where tasks can only be performed cooperatively by groups. This is the case in the Reques...
Sarit Kraus, Onn Shehory, Gilad Taase