1617 search results - page 133 / 324 » Using Gaussian Processes to Optimize Expensive Functions |
COLT
2006
Springer
14 years 2 months ago
2006
Springer
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
ASPLOS
2009
ACM
14 years 11 months ago
2009
ACM
Miss rate curves (MRCs) are useful in a number of contexts. In our research, online L2 cache MRCs enable us to dynamically identify optimal cache sizes when cache-partitioning a s...
AE
2005
Springer
14 years 3 months ago
2005
Springer
Randomization is an efficient tool for global optimization. We here define a method which keeps : – the order 0 of evolutionary algorithms (no gradient) ; – the stochastic as...
IIHMSP
2006
IEEE
14 years 4 months ago
2006
IEEE
A complexity-constrained inter-mode decision algorithm for H.264/AVC video coding is developed using a rate-distortioncomplexity (RDC) optimization framework in this work. The pro...
AAAI
2010
13 years 10 months ago
2010
The goal of testing is to discriminate between multiple hypotheses about a system--for example, different fault diagnoses--by applying input patterns and verifying or falsifying t...