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» Computing stable models: worst-case performance estimates
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135
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DAC
1998
ACM
15 years 7 months ago
A Tool for Performance Estimation of Networked Embedded End-systems
Networked embedded systems are expected to support adaptive streaming audio/video applications with soft real-time constraints. These systems can be designed in a cost efficient ...
Asawaree Kalavade, Pratyush Moghé
120
Voted
DAC
2010
ACM
15 years 3 months ago
Performance and power modeling in a multi-programmed multi-core environment
This paper describes a fast, automated technique for accurate on-line estimation of the performance and power consumption of interacting processes in a multi-programmed, multi-cor...
Xi Chen, Chi Xu, Robert P. Dick, Zhuoqing Morley M...
150
Voted
FGR
2008
IEEE
260views Biometrics» more  FGR 2008»
15 years 10 months ago
On the sustained tracking of human motion
In this paper, we propose an algorithm for sustained tracking of humans, where we combine frame-to-frame articulated motion estimation with a per-frame body detection algorithm. T...
Yaser Sheikh, Ankur Datta, Takeo Kanade
126
Voted
SDM
2007
SIAM
140views Data Mining» more  SDM 2007»
15 years 5 months ago
A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions
In recent years, there have been some interesting studies on predictive modeling in data streams. However, most such studies assume relatively balanced and stable data streams but...
Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu
111
Voted
JMLR
2010
191views more  JMLR 2010»
14 years 10 months ago
Noise-contrastive estimation: A new estimation principle for unnormalized statistical models
We present a new estimation principle for parameterized statistical models. The idea is to perform nonlinear logistic regression to discriminate between the observed data and some...
Michael Gutmann, Aapo Hyvärinen