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» Predicting Lattice Reduction
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ICML
2005
IEEE
16 years 4 months ago
Supervised dimensionality reduction using mixture models
Given a classification problem, our goal is to find a low-dimensional linear transformation of the feature vectors which retains information needed to predict the class labels. We...
Sajama, Alon Orlitsky
HPCA
2003
IEEE
16 years 4 months ago
Deterministic Clock Gating for Microprocessor Power Reduction
With the scaling of technology and the need for higher performance and more functionality, power dissipation is becoming a major bottleneck for microprocessor designs. Pipeline ba...
Hai Li, Swarup Bhunia, Yiran Chen, T. N. Vijaykuma...
RSFDGRC
2005
Springer
190views Data Mining» more  RSFDGRC 2005»
15 years 9 months ago
Finding Rough Set Reducts with SAT
Abstract. Feature selection refers to the problem of selecting those input features that are most predictive of a given outcome; a problem encountered in many areas such as machine...
Richard Jensen, Qiang Shen, Andrew Tuson
SC
2003
ACM
15 years 9 months ago
Optimizing Reduction Computations In a Distributed Environment
We investigate runtime strategies for data-intensive applications that involve generalized reductions on large, distributed datasets. Our set of strategies includes replicated fi...
Tahsin M. Kurç, Feng Lee, Gagan Agrawal, &U...
DATE
2000
IEEE
142views Hardware» more  DATE 2000»
15 years 8 months ago
Power and Delay Reduction via Simultaneous Logic and Placement Optimization in FPGAs
Traditional FPGA design flows have treated logic synthesis and physical design as separate steps. With the recent advances in technology, the lack of information on the physical ...
Balakrishna Kumthekar, Fabio Somenzi