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» Exploiting nonstationarity for performance prediction
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EGC
2009
Springer
14 years 7 months ago
A Bayes Evaluation Criterion for Decision Trees
We present a new evaluation criterion for the induction of decision trees. We exploit a parameter-free Bayesian approach and propose an analytic formula for the evaluation of the p...
Nicolas Voisine, Marc Boullé, Carine Hue
BMCBI
2010
119views more  BMCBI 2010»
14 years 9 months ago
Multi-task learning for cross-platform siRNA efficacy prediction: an in-silico study
Background: Gene silencing using exogenous small interfering RNAs (siRNAs) is now a widespread molecular tool for gene functional study and new-drug target identification. The key...
Qi Liu, Qian Xu, Vincent Wenchen Zheng, Hong Xue, ...
DATE
2009
IEEE
88views Hardware» more  DATE 2009»
15 years 4 months ago
Program phase and runtime distribution-aware online DVFS for combined Vdd/Vbb scaling
Abstract—Complex software programs are mostly characterized by phase behavior and runtime distributions. Due to the dynamism of the two characteristics, it is not efficient to m...
Jungsoo Kim, Sungjoo Yoo, Chong-Min Kyung
IPPS
2003
IEEE
15 years 3 months ago
Using Incorrect Speculation to Prefetch Data in a Concurrent Multithreaded Processor
Concurrent multithreaded architectures exploit both instruction-level and thread-level parallelism through a combination of branch prediction and thread-level control speculation. ...
Ying Chen, Resit Sendag, David J. Lilja
ICS
2000
Tsinghua U.
15 years 1 months ago
Hardware-only stream prefetching and dynamic access ordering
Memory system bottlenecks limit performance for many applications, and computations with strided access patterns are among the hardest hit. The streams used in such applications h...
Chengqiang Zhang, Sally A. McKee