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PRL
2010
100views more  PRL 2010»
15 years 1 months ago
Extraction of building polygons from SAR images: Grouping and decision-level in the GESTALT system
The GESTALT-System is a stratified architecture for challenging computer vision tasks. This contribution focuses on the 3rd and 4th layer of it – the grouping and decision layer...
Eckart Michaelsen, Uwe Stilla, Uwe Soergel, Leo J....
CEC
2007
IEEE
15 years 9 months ago
Bayesian inference in estimation of distribution algorithms
— Metaheuristics such as Estimation of Distribution Algorithms and the Cross-Entropy method use probabilistic modelling and inference to generate candidate solutions in optimizat...
Marcus Gallagher, Ian Wood, Jonathan M. Keith, Geo...
135
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ICANNGA
2007
Springer
105views Algorithms» more  ICANNGA 2007»
15 years 9 months ago
Reinforcement Learning in Fine Time Discretization
Reinforcement Learning (RL) is analyzed here as a tool for control system optimization. State and action spaces are assumed to be continuous. Time is assumed to be discrete, yet th...
Pawel Wawrzynski
NIPS
2007
15 years 4 months ago
Bundle Methods for Machine Learning
We present a globally convergent method for regularized risk minimization problems. Our method applies to Support Vector estimation, regression, Gaussian Processes, and any other ...
Alex J. Smola, S. V. N. Vishwanathan, Quoc V. Le
132
Voted
DATE
2002
IEEE
69views Hardware» more  DATE 2002»
15 years 8 months ago
Flip-Flop and Repeater Insertion for Early Interconnect Planning
We present a unified framework that considers flipflop and repeater insertion and the placement of flipflop/repeater blocks during RT or higher level design. We introduce the...
Ruibing Lu, Guoan Zhong, Cheng-Kok Koh, Kai-Yuan C...