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ICML
2009
IEEE
14 years 8 months ago
A majorization-minimization algorithm for (multiple) hyperparameter learning
We present a general Bayesian framework for hyperparameter tuning in L2-regularized supervised learning models. Paradoxically, our algorithm works by first analytically integratin...
Chuan-Sheng Foo, Chuong B. Do, Andrew Y. Ng
IDMS
2001
Springer
195views Multimedia» more  IDMS 2001»
14 years 3 days ago
Design and Application of TOAST: An Adaptive Distributed Multimedia Middleware Platform
The rise of mobile computing and wireless network technology means that, increasingly, applications must adapt to their environment, in particular network connectivity and resource...
Tom Fitzpatrick, Julian R. Gallop, Gordon S. Blair...
MASS
2010
248views Communications» more  MASS 2010»
13 years 5 months ago
Adaptive exploitation of cooperative relay for high performance communications in MIMO ad hoc networks
With the popularity of wireless devices and the increase of computing and storage resources, there are increasing interests in supporting mobile computing techniques. Particularly...
Shan Chu, Xin Wang
HCW
2000
IEEE
14 years 2 days ago
Evaluation of PAMS' Adaptive Management Services
Management of large-scale parallel and distributed applications is an extremely complex task due to factors such as centralized management architectures, lack of coordination and ...
Yoonhee Kim, Salim Hariri, Muhamad Djunaedi
IAT
2008
IEEE
13 years 7 months ago
nAble Adaptive Scaffolding Agent - Intelligent Support for Novices
Scaffolding techniques allow human instructors to support novice learners in critical early stages, and to remove that support as expertise grows. This paper describes nAble, an a...
Joseph MacInnes, Stephanie Santosa, Nathan Kronenf...