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» An analytic approach to stability
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PKDD
2010
Springer
162views Data Mining» more  PKDD 2010»
15 years 11 days ago
Expectation Propagation for Bayesian Multi-task Feature Selection
In this paper we propose a Bayesian model for multi-task feature selection. This model is based on a generalized spike and slab sparse prior distribution that enforces the selectio...
Daniel Hernández-Lobato, José Miguel...
AOR
2010
14 years 11 months ago
Solutions diversification in a column generation algorithm
Column generation algorithms have been specially designed for solving mathematical programs with a huge number of variables. Unfortunately, this method suffers from slow convergen...
Nora Touati Moungla, Lucas Létocart, Anass ...
CDC
2010
IEEE
106views Control Systems» more  CDC 2010»
14 years 9 months ago
On the robustness of sampled-data systems to uncertainty in continuous-time delays
Abstract--In this note, we consider the robust stability of sampleddata systems with respect to continuous-time delay. We argue that many results in the literature implicitly assum...
Igal Alterman, Leonid Mirkin
JORS
2010
134views more  JORS 2010»
14 years 8 months ago
An overview and framework for PD backtesting and benchmarking
In order to manage model risk, financial institutions need to set up validation processes so as to monitor the quality of the models on an ongoing basis. Validation can be conside...
G. Castermans, David Martens, Tony Van Gestel, B. ...
CSMR
2011
IEEE
14 years 5 months ago
Sub-graph Mining: Identifying Micro-architectures in Evolving Object-Oriented Software
Abstract—Developers introduce novel and undocumented micro-architectures when performing evolution tasks on object-oriented applications. We are interested in understanding wheth...
Ahmed Belderrar, Segla Kpodjedo, Yann-Gaël Gu...