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» Statistical Performance Modeling and Optimization
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108
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CVPR
2010
IEEE
15 years 9 months ago
Robust Classification of Objects, Faces, and Flowers Using Natural Image Statistics
Classification of images in many category datasets has rapidly improved in recent years. However, systems that perform well on particular datasets typically have one or more lim...
Christopher Kanan, Garrison Cottrell
89
Voted
COLING
2010
14 years 7 months ago
The True Score of Statistical Paraphrase Generation
This article delves into the scoring function of the statistical paraphrase generation model. It presents an algorithm for exact computation and two applicative experiments. The f...
Jonathan Chevelu, Ghislain Putois, Yves Lepage
90
Voted
CGO
2007
IEEE
15 years 7 months ago
Rapidly Selecting Good Compiler Optimizations using Performance Counters
Applying the right compiler optimizations to a particular program can have a significant impact on program performance. Due to the non-linear interaction of compiler optimization...
John Cavazos, Grigori Fursin, Felix V. Agakov, Edw...
98
Voted
EMNLP
2006
15 years 2 months ago
Unsupervised Discovery of a Statistical Verb Lexicon
This paper demonstrates how unsupervised techniques can be used to learn models of deep linguistic structure. Determining the semantic roles of a verb's dependents is an impo...
Trond Grenager, Christopher D. Manning
86
Voted
EUROMICRO
2004
IEEE
15 years 4 months ago
Analysis and Prediction of Performance for Evolving Architectures
This paper describes a method for the "Analysis and Prediction of Performance for Evolving Architectures" (APPEAR). The method aims at performance estimation of adapted ...
Evgeni M. Eskenazi, Alexandre V. Fioukov, Dieter K...