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» Optimizing Feature Sets for Structured Data
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CGO
2004
IEEE
14 years 18 days ago
Exposing Memory Access Regularities Using Object-Relative Memory Profiling
Memory profiling is the process of characterizing a program's memory behavior by observing and recording its response to specific input sets. Relevant aspects of the program&...
Qiang Wu, Artem Pyatakov, Alexey Spiridonov, Easwa...
JMLR
2002
89views more  JMLR 2002»
13 years 8 months ago
A Robust Minimax Approach to Classification
When constructing a classifier, the probability of correct classification of future data points should be maximized. We consider a binary classification problem where the mean and...
Gert R. G. Lanckriet, Laurent El Ghaoui, Chiranjib...
DATE
2003
IEEE
101views Hardware» more  DATE 2003»
14 years 2 months ago
Energy Estimation for Extensible Processors
This paper presents an efficient methodology for estimating the energy consumption of application programs running on extensible processors. Extensible processors, which are incr...
Yunsi Fei, Srivaths Ravi, Anand Raghunathan, Niraj...
CASES
2009
ACM
14 years 3 months ago
A platform for developing adaptable multicore applications
Computer systems are resource constrained. Application adaptation is a useful way to optimize system resource usage while satisfying the application performance constraints. Previ...
Dan Fay, Li Shang, Dirk Grunwald
PKDD
2010
Springer
178views Data Mining» more  PKDD 2010»
13 years 6 months ago
Graph Regularized Transductive Classification on Heterogeneous Information Networks
A heterogeneous information network is a network composed of multiple types of objects and links. Recently, it has been recognized that strongly-typed heterogeneous information net...
Ming Ji, Yizhou Sun, Marina Danilevsky, Jiawei Han...