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ESANN
2006
15 years 1 months ago
Independent dynamics subspace analysis
Abstract. The paper presents an algorithm for identifying the independent subspace analysis model based on source dynamics. We propose to separate subspaces by decoupling their dyn...
Alexander Ilin
76
Voted
ALT
2009
Springer
15 years 9 months ago
Canonical Horn Representations and Query Learning
Abstract. We describe an alternative construction of an existing canonical representation for definite Horn theories, the Guigues-Duquenne basis (or GD basis), which minimizes a n...
Marta Arias, José L. Balcázar
85
Voted
ECAI
2004
Springer
15 years 5 months ago
Active Learning for Robot Manipulation
Abstract— Learning techniques in robotic grasping applications have usually been concerned with the way a hand approaches to an object, or with improving the motor control of man...
Antonio Morales, Eris Chinellato, Andrew H. Fagg, ...
118
Voted
DAGM
2007
Springer
15 years 4 months ago
Efficient Learning of Neural Networks with Evolutionary Algorithms
Abstract. In this article we present EANT2, a method that creates neural networks (NNs) by evolutionary reinforcement learning. The structure of NNs is developed using mutation ope...
Nils T. Siebel, Jochen Krause, Gerald Sommer
ICML
2008
IEEE
16 years 1 months ago
Inverting the Viterbi algorithm: an abstract framework for structure design
act Framework For Structure Design Michael Schnall-Levin Massachusetts Institute of Technology Joint work with: Leonid Chindelevitch and Bonnie Berger
Michael Schnall-Levin, Leonid Chindelevitch, Bonni...