4584 search results - page 207 / 917 » Sequential parameter optimization |
126
Voted
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
This paper considers the problem of selecting the most informative experiments x to get measurements y for learning a regression model y = f(x). We propose a novel and simple conc...
132
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LCPC
2009
Springer
15 years 7 months ago
2009
Springer
Abstract. Current hardware trends place increasing pressure on programmers and tools to optimize scientific code. Numerous tools and techniques exist, but no single tool is a pana...
117
Voted
IPPS
2000
IEEE
15 years 7 months ago
2000
IEEE
Consider any known sequential algorithm for matrix multiplication over an arbitrary ring with time complexity O N , where 2 3. We show that such an algorithm can be parallelize...
160
Voted
SDM
2008
SIAM
15 years 4 months ago
2008
SIAM
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
110
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ALGORITHMICA
2006
15 years 2 months ago
2006
Algorithmic methods based on the theory of fixed-parameter tractability are combined with powerful computational platforms to launch systematic attacks on combinatorial problems o...