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JMLR
2012
11 years 11 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
KIVS
2005
Springer
14 years 2 months ago
Receiver-Based Path Capacity Estimation for TCP
: This paper presents a new TCP-based packet pair measurement approach for network path capacity estimation. It addresses some drawbacks other approaches still bear. In contrast to...
Christoph Barz, Matthias Frank, Peter Martini, Mar...
BROADNETS
2004
IEEE
14 years 21 days ago
Power Save Mechanisms for Multi-Hop Wireless Networks
In this paper, we discuss power save mechanisms that allow hosts to go to sleep to conserve energy. When sleeping hosts need to receive packets from other hosts. Thus, these hosts...
Matthew J. Miller, Nitin H. Vaidya
GECCO
2008
Springer
363views Optimization» more  GECCO 2008»
13 years 10 months ago
Towards high speed multiobjective evolutionary optimizers
One of the major difficulties when applying Multiobjective Evolutionary Algorithms (MOEA) to real world problems is the large number of objective function evaluations. Approximate...
A. K. M. Khaled Ahsan Talukder
NSDI
2008
13 years 11 months ago
Before and After WOWCS: A literature survey, A list of papers we wish had been submitted
The Workshop on Organizing Workshops, Conferences, and Symposia for Computer Systems (WOWCS) was organized to "bring together conference organizers (past, present, and future...
Jeffrey C. Mogul, Tom Anderson