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KDD
2006
ACM
153views Data Mining» more  KDD 2006»
16 years 6 months ago
Model compression
Often the best performing supervised learning models are ensembles of hundreds or thousands of base-level classifiers. Unfortunately, the space required to store this many classif...
Cristian Bucila, Rich Caruana, Alexandru Niculescu...
ICCAD
2002
IEEE
103views Hardware» more  ICCAD 2002»
16 years 3 months ago
A realistic variable voltage scheduling model for real-time applications
Voltage scheduling is indispensable for exploiting the benefit of variable voltage processors. Though extensive research has been done in this area, current processor limitations...
Bren Mochocki, Xiaobo Sharon Hu, Gang Quan
CVPR
2010
IEEE
16 years 2 months ago
Efficient Histogram-Based Sliding Window
Many computer vision problems rely on computing histogram-based objective functions with a sliding window. A main limiting factor is the high computational cost. Existing computat...
Yichen Wei, Litian Tao
ICASSP
2008
IEEE
16 years 26 days ago
Low-complexity receivers for multiuser detection with an unknown number of active users
In multiuser detection, the set of users active at any time may be unknown to the receiver. A two-step detection procedure, in which multiuser detection is preceded by active-user...
Daniele Angelosante, Ezio Biglieri
ICC
2008
IEEE
109views Communications» more  ICC 2008»
16 years 26 days ago
Wireless Scheduling Algorithms with O(1) Overhead for M-Hop Interference Model
Abstract—We develop a family of distributed wireless scheduling algorithms that requires only O(1) complexity for M-hop interference model, for any finite M. The recent technolo...
Yung Yi, Mung Chiang