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ICONIP
2007
15 years 8 months ago
Natural Conjugate Gradient in Variational Inference
Variational methods for approximate inference in machine learning often adapt a parametric probability distribution to optimize a given objective function. This view is especially ...
Antti Honkela, Matti Tornio, Tapani Raiko, Juha Ka...
AUTOMATICA
2006
76views more  AUTOMATICA 2006»
15 years 6 months ago
Nonlinear robust performance analysis using complex-step gradient approximation
In this paper, the complex-step method is applied in the setting of numerical optimisation problems involving dynamical systems modelled as nonlinear differential equations. The m...
Jongrae Kim, Declan G. Bates, Ian Postlethwaite
FLAIRS
2000
15 years 7 months ago
Using a Reactive Planner as the Basis for a Dialogue Agent
Thispaper describesAPE(the Atlas PlanningEngine),the reactive planner at the center of the Atlas dialogue managementsystem. The goal of Atlas is to build conversation-basedsystems...
Reva Freedman
ENTCS
2007
88views more  ENTCS 2007»
15 years 6 months ago
Mothers of Pipelines
We present a method for pipeline verification using SMT solvers. It is based on a non-deterministic “mother pipeline” machine (MOP) that abstracts the instruction set archite...
Sava Krstic, Robert B. Jones, John O'Leary
SIGOPSE
2004
ACM
15 years 12 months ago
Constructing component-based extension interfaces in legacy systems code
Implementing an extension of a legacy operating system requires knowing what functionalities the extension should provide and how the extension should be integrated with the legac...
Gilles Muller, Julia L. Lawall, Jean-Marc Menaud, ...