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JMLR
2006
107views more  JMLR 2006»
15 years 2 months ago
Consistency of Multiclass Empirical Risk Minimization Methods Based on Convex Loss
The consistency of classification algorithm plays a central role in statistical learning theory. A consistent algorithm guarantees us that taking more samples essentially suffices...
Di-Rong Chen, Tao Sun
MP
2006
175views more  MP 2006»
15 years 2 months ago
Conditional Value-at-Risk in Stochastic Programs with Mixed-Integer Recourse
In classical two-stage stochastic programming the expected value of the total costs is minimized. Recently, mean-risk models - studied in mathematical finance for several decades -...
Rüdiger Schultz, Stephan Tiedemann
SIAMJO
2008
105views more  SIAMJO 2008»
15 years 2 months ago
On Stability of Multistage Stochastic Programs
We study the quantitative stability of linear multistage stochastic programs under perturbations of the underlying stochastic processes. It is shown that the optimal values behave...
Christian Küchler
JTAER
2007
123views more  JTAER 2007»
15 years 2 months ago
Business Model Scenarios for Remote Management
This article critically appraises business model challenges in implementing remote management functionalities. Remote management is believed to create new service opportunities an...
Olivier Braet, Pieter Ballon
142
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TC
2011
14 years 9 months ago
Complexity of Data Collection, Aggregation, and Selection for Wireless Sensor Networks
— Processing the gathered information efficiently is a key functionality for wireless sensor networks. In this article, we study the time complexity, message complexity (number ...
Xiang-Yang Li, Yajun Wang, Yu Wang