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» Efficient Algorithms for Online Decision Problems
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MP
2006
87views more  MP 2006»
15 years 4 months ago
Convexity and decomposition of mean-risk stochastic programs
Abstract. Traditional stochastic programming is risk neutral in the sense that it is concerned with the optimization of an expectation criterion. A common approach to addressing ri...
Shabbir Ahmed
149
Voted
TIP
2008
128views more  TIP 2008»
15 years 3 months ago
Wavelet Frame Accelerated Reduced Support Vector Machines
In this paper, a novel method for reducing the runtime complexity of a support vector machine classifier is presented. The new training algorithm is fast and simple. This is achiev...
Matthias Rätsch, Gerd Teschke, Sami Romdhani,...
CODES
2011
IEEE
14 years 3 months ago
DistRM: distributed resource management for on-chip many-core systems
The trend towards many-core systems comes with various issues, among them their highly dynamic and non-predictable workloads. Hence, new paradigms for managing resources of many-c...
Sebastian Kobbe, Lars Bauer, Daniel Lohmann, Wolfg...
KDD
2007
ACM
184views Data Mining» more  KDD 2007»
16 years 4 months ago
GraphScope: parameter-free mining of large time-evolving graphs
How can we find communities in dynamic networks of social interactions, such as who calls whom, who emails whom, or who sells to whom? How can we spot discontinuity timepoints in ...
Jimeng Sun, Christos Faloutsos, Spiros Papadimitri...
136
Voted
EUROSYS
2007
ACM
15 years 8 months ago
Automatic configuration of internet services
Recent research has found that operators frequently misconfigure Internet services, causing various availability and performance problems. In this paper, we propose a software inf...
Wei Zheng, Ricardo Bianchini, Thu D. Nguyen