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JMLR
2012
13 years 8 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
ASPLOS
2012
ACM
14 years 2 months ago
DejaVu: accelerating resource allocation in virtualized environments
Effective resource management of virtualized environments is a challenging task. State-of-the-art management systems either rely on analytical models or evaluate resource allocati...
Nedeljko Vasic, Dejan M. Novakovic, Svetozar Miuci...
JAIR
2006
134views more  JAIR 2006»
15 years 6 months ago
Multi-Issue Negotiation with Deadlines
This paper studies bilateral multi-issue negotiation between self-interested autonomous agents. Now, there are a number of different procedures that can be used for this process; ...
S. Shaheen Fatima, Michael Wooldridge, Nicholas R....
DAC
2006
ACM
16 years 7 months ago
Standard cell characterization considering lithography induced variations
As VLSI technology scales toward 65nm and beyond, both timing and power performance of integrated circuits are increasingly affected by process variations. In practice, people oft...
Ke Cao, Sorin Dobre, Jiang Hu
ISVC
2007
Springer
16 years 14 days ago
Boosting with Temporal Consistent Learners: An Application to Human Activity Recognition
We present a novel boosting algorithm where temporal consistency is addressed in a short-term way. Although temporal correlation of observed data may be an important cue for classi...
Pedro Canotilho Ribeiro, Plinio Moreno, José...