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HAIS
2010
Springer
13 years 7 months ago
Reducing Dimensionality in Multiple Instance Learning with a Filter Method
In this article, we describe a feature selection algorithm which can automatically find relevant features for multiple instance learning. Multiple instance learning is considered a...
Amelia Zafra, Mykola Pechenizkiy, Sebastián...
ECCV
2002
Springer
14 years 11 months ago
SoftPOSIT: Simultaneous Pose and Correspondence Determination
The problem of pose estimation arises in many areas of computer vision, including object recognition, object tracking, site inspection and updating, and autonomous navigation when...
Philip David, Daniel DeMenthon, Ramani Duraiswami,...
AI
2007
Springer
14 years 3 months ago
Competition and Coordination in Stochastic Games
Agent competition and coordination are two classical and most important tasks in multiagent systems. In recent years, there was a number of learning algorithms proposed to resolve ...
Andriy Burkov, Abdeslam Boularias, Brahim Chaib-dr...
CDC
2008
IEEE
206views Control Systems» more  CDC 2008»
14 years 3 months ago
Approximate dynamic programming using support vector regression
— This paper presents a new approximate policy iteration algorithm based on support vector regression (SVR). It provides an overview of commonly used cost approximation architect...
Brett Bethke, Jonathan P. How, Asuman E. Ozdaglar
ISSS
1998
IEEE
73views Hardware» more  ISSS 1998»
14 years 1 months ago
Resource Constrained Modulo Scheduling with Global Resource Sharing
Commonly used scheduling algorithms in high-level synthesis are not capable of sharing resources across process boundaries. This results in the usage of at least one resource per ...
Christoph Jäschke, Rainer Laur