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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
ATAL
2008
Springer
15 years 8 months ago
Resource constrained distributed constraint optimization using resource constraint free pseudo-tree
The Distributed Constraint Optimization Problem (DCOP) is a fundamental formalism for multi-agent cooperation. A dedicated framework called Resource Constrained DCOP (RCDCOP) has ...
Toshihiro Matsui, Marius Silaghi, Katsutoshi Hiray...
ICC
1997
IEEE
110views Communications» more  ICC 1997»
15 years 11 months ago
Optimizing Resource Utilization in Wireless Multimedia Networks
The task of supporting integrated multi-rate multimedia traffic in a bandwidth poor wireless environment poses a unique and challenging problem for network managers. In this paper...
Paramvir Bahl, Imrich Chlamtac, András Fara...
TACS
1997
Springer
15 years 11 months ago
Optimal Representations of Polymorphic Types with Subtyping (Extended Abstract)
d Abstract) Alexander Aiken1 and Edward L. Wimmers2 and Jens Palsberg3 1 EECS Department, University of California at Berkeley, Berkeley, CA 94720-1776. 2 IBM Almaden Research Cent...
Alexander Aiken, Edward L. Wimmers, Jens Palsberg
SIGGRAPH
1994
ACM
15 years 11 months ago
FBRAM: a new form of memory optimized for 3D graphics
FBRAM, a new form of dynamic random access memory that greatly accelerates the rendering of Z-buffered primitives, is presented. Two key concepts make this acceleration possible. ...
Michael F. Deering, Stephen A. Schlapp, Michael G....