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JMLR
2006
140views more  JMLR 2006»
15 years 2 months ago
Active Learning in Approximately Linear Regression Based on Conditional Expectation of Generalization Error
The goal of active learning is to determine the locations of training input points so that the generalization error is minimized. We discuss the problem of active learning in line...
Masashi Sugiyama
IJCNN
2006
IEEE
15 years 8 months ago
Constraints on the Design Process for Systems with Human Level Intelligence
—Any system which must learn to perform a large number of behavioral features with limited information handling resources will tend to be constrained within a set of architectura...
L. Andrew Coward
103
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ACMIDC
2009
15 years 6 months ago
Fostering inclusion in Portuguese schools: key lessons from ICT projects
This paper reports on different projects aimed at fostering inclusion in Portuguese elementary and high schools at national, regional and local level through ICT projects. Based o...
Maria João Silva, Eduarda Ferreira, Cristin...
CVPR
2012
IEEE
13 years 4 months ago
Max-margin early event detectors
The need for early detection of temporal events from sequential data arises in a wide spectrum of applications ranging from human-robot interaction to video security. While tempor...
Minh Hoai Nguyen, Fernando De la Torre
ECML
2003
Springer
15 years 7 months ago
Could Active Perception Aid Navigation of Partially Observable Grid Worlds?
Due to the unavoidable fact that a robot’s sensors will be limited in some manner, it is entirely possible that it can find itself unable to distinguish between differing state...
Paul A. Crook, Gillian Hayes