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JMLR
2012
13 years 3 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
107
Voted
HICSS
2009
IEEE
126views Biometrics» more  HICSS 2009»
15 years 4 months ago
Specifying and Analyzing Workflows for Automated Identification and Data Capture
Humans use computers to carry out tasks that neither is able to do easily alone: humans provide eyes, hands, and judgment while computers provide computation, networking, and stor...
Elsa L. Gunter, Ayesha Yasmeen, Carl A. Gunter, An...
MOBISYS
2005
ACM
16 years 5 days ago
A relative positioning system for co-located mobile devices
If a mobile computing device knows how it is positioned and oriented in relation to other devices nearby, then it can provide enhanced support for multi-device and multi-user inte...
Mike Hazas, Christian Kray, Hans-Werner Gellersen,...
ACMSE
1995
ACM
15 years 4 months ago
Database management for multimedia distributed collaborative writing
{ Traditional computer applications have been designed to be run by one user at a time who does some work in a single medium, such as ASCII text, and very little regard has been gi...
A. Wesley Wear, Yu Gong, Kai H. Chang
AINA
2010
IEEE
15 years 5 months ago
Context-Aware Mobile Services Transactions
— with the ubiquity of handheld devices people can now access information and conduct online transactions virtually anywhere and anytime. In such flexible but less reliable envir...
Muhammad Younas, Soraya Kouadri Mostéfaoui