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» Discretization: An Enabling Technique
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UAI
2001
15 years 7 months ago
Expectation Propagation for approximate Bayesian inference
This paper presents a new deterministic approximation technique in Bayesian networks. This method, "Expectation Propagation," unifies two previous techniques: assumed-de...
Thomas P. Minka
AUTOMATICA
2010
167views more  AUTOMATICA 2010»
15 years 6 months ago
A new kernel-based approach for linear system identification
This paper describes a new kernel-based approach for linear system identification of stable systems. We model the impulse response as the realization of a Gaussian process whose s...
Gianluigi Pillonetto, Giuseppe De Nicolao
CGF
2010
146views more  CGF 2010»
15 years 6 months ago
Polygonal Boundary Evaluation of Minkowski Sums and Swept Volumes
We present a novel technique for the efficient boundary evaluation of sweep operations applied to objects in polygonal boundary representation. These sweep operations include Mink...
Marcel Campen, Leif Kobbelt
FORMATS
2010
Springer
15 years 4 months ago
Combining Symbolic Representations for Solving Timed Games
We present a general approach to combine symbolic state space representations for the discrete and continuous parts in the synthesis of winning strategies for timed reachability ga...
Rüdiger Ehlers, Robert Mattmüller, Hans-...
EJWCN
2010
122views more  EJWCN 2010»
15 years 1 months ago
Using Model Checking for Analyzing Distributed Power Control Problems
Model checking (MC) is a formal verification technique which has known and still knows a resounding success in the computer science community. Realizing that the distributed power...
Thomas Brihaye, Marc Jungers, Samson Lasaulce, Nic...