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109
Voted
CSDA
2007
105views more  CSDA 2007»
15 years 2 months ago
Model selection for support vector machines via uniform design
The problem of choosing a good parameter setting for a better generalization performance in a learning task is the so-called model selection. A nested uniform design (UD) methodol...
Chien-Ming Huang, Yuh-Jye Lee, Dennis K. J. Lin, S...
SIGIR
2003
ACM
15 years 7 months ago
Bayesian extension to the language model for ad hoc information retrieval
We propose a Bayesian extension to the ad-hoc Language Model. Many smoothed estimators used for the multinomial query model in ad-hoc Language Models (including Laplace and Bayes-...
Hugo Zaragoza, Djoerd Hiemstra, Michael E. Tipping
ICPR
2006
IEEE
16 years 3 months ago
Combining Generative and Discriminative Methods for Pixel Classification with Multi-Conditional Learning
It is possible to broadly characterize two approaches to probabilistic modeling in terms of generative and discriminative methods. Provided with sufficient training data the discr...
B. Michael Kelm, Chris Pal, Andrew McCallum
105
Voted
DAC
2002
ACM
16 years 3 months ago
An optimal voltage synthesis technique for a power-efficient satellite application
This paper presents an optimal voltage synthesis technique for a satellite application to maximize system performance subject to energy budget. A period of a satellite's orbi...
Dong-In Kang, Jinwoo Suh, Stephen P. Crago
134
Voted
DAC
2007
ACM
16 years 3 months ago
Shared Resource Access Attributes for High-Level Contention Models
Emerging single-chip heterogeneous multiprocessors feature hundreds of design elements contending for shared resources, making it difficult to isolate performance impacts of indiv...
Alex Bobrek, JoAnn M. Paul, Donald E. Thomas