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JMLR
2012
13 years 9 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
ICNC
2005
Springer
15 years 12 months ago
Visual Search for Object Features
In this work we present the computational algorithm that combines perceptual and cognitive information during the visual search for object features. The algorithm is initially driv...
Predrag Neskovic, Leon N. Cooper
WIDM
2003
ACM
15 years 11 months ago
An intelligent search agent system for semantic information retrieval on the internet
In this paper we describe a prototype system for information retrieval on the Internet. Our idea is that the Web has to be searched both semantically and syntactically. In order t...
Carmine Cesarano, Antonio d'Acierno, Antonio Picar...
WETICE
2009
IEEE
16 years 1 months ago
Search Optimizations in Structured Peer-to-Peer Systems
Abstract—DHT systems are structured overlay networks capable of using P2P resources as a scalable platform for very large data storage applications. However, their efficiency ex...
Nuno Lopes, Carlos Baquero
INFOCOM
2008
IEEE
16 years 25 days ago
Snoogle: A Search Engine for the Physical World
—Hardware advances will allow us to embed small devices into everyday objects such as toasters and coffee mugs, thus naturally form a wireless object network that connects the ob...
Haodong Wang, Chiu Chiang Tan, Qun Li