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» Improving System Dependability with Functional Alternatives
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EDBT
2010
ACM
206views Database» more  EDBT 2010»
15 years 8 months ago
Efficient computation of trade-off skylines
When selecting alternatives from large amounts of data, trade-offs play a vital role in everyday decision making. In databases this is primarily reflected by the top-k retrieval p...
Christoph Lofi, Ulrich Güntzer, Wolf-Tilo Bal...
CDC
2008
IEEE
129views Control Systems» more  CDC 2008»
15 years 7 months ago
Distributed subgradient methods and quantization effects
Abstract— We consider a convex unconstrained optimization problem that arises in a network of agents whose goal is to cooperatively optimize the sum of the individual agent objec...
Angelia Nedic, Alexander Olshevsky, Asuman E. Ozda...
ISORC
1998
IEEE
15 years 5 months ago
Automating Regression Testing for Real-Time Software in a Distributed Environment
Many real-time systems evolve over time due to new requirements and technology improvements. Each revision requires regression testing to ensure that existing functionality is not...
Feng Zhu, Sanjai Rayadurgam, Wei-Tek Tsai
COLT
1998
Springer
15 years 5 months ago
Robust Learning Aided by Context
Empirical studies of multitask learning provide some evidence that the performance of a learning system on its intended targets improves by presenting to the learning system relat...
John Case, Sanjay Jain, Matthias Ott, Arun Sharma,...
NECO
2000
86views more  NECO 2000»
15 years 1 months ago
A Bayesian Committee Machine
The Bayesian committee machine (BCM) is a novel approach to combining estimators which were trained on different data sets. Although the BCM can be applied to the combination of a...
Volker Tresp