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CORR
2010
Springer
103views Education» more  CORR 2010»
15 years 5 months ago
Robust Matrix Decomposition with Outliers
Suppose a given observation matrix can be decomposed as the sum of a low-rank matrix and a sparse matrix (outliers), and the goal is to recover these individual components from th...
Daniel Hsu, Sham M. Kakade, Tong Zhang
CORR
2008
Springer
133views Education» more  CORR 2008»
15 years 5 months ago
Estimating divergence functionals and the likelihood ratio by convex risk minimization
We develop and analyze M-estimation methods for divergence functionals and the likelihood ratios of two probability distributions. Our method is based on a non-asymptotic variatio...
XuanLong Nguyen, Martin J. Wainwright, Michael I. ...
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DEDS
2010
88views more  DEDS 2010»
15 years 5 months ago
On the Performance Evaluation of Multi-Guarded Marked Graphs with Single-Server Semantics
In discrete event systems, a given task can start executing when all the required input data are available. The required input data for a given task may change along the evolution...
Jorge Júlvez, Jordi Cortadella, Michael Kis...
ENTCS
2008
118views more  ENTCS 2008»
15 years 5 months ago
Barbed Model-Driven Software Development: A Case Study
When thinking of MDE, the immediate understanding is that models drive software development, in the at the software is constructed by transforming models from higher levels of abs...
Carlo Montangero, Laura Semini
AUTOMATICA
2006
183views more  AUTOMATICA 2006»
15 years 5 months ago
Bank management via stochastic optimal control
This paper examines a problem related to the optimal risk management of banks in a stochastic dynamic setting. In particular, we minimize7 market and capital adequacy risk that in...
Janine Mukuddem-Petersen, Mark Adam Petersen