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ICML
2005
IEEE
15 years 10 months ago
Heteroscedastic Gaussian process regression
This paper presents an algorithm to estimate simultaneously both mean and variance of a non parametric regression problem. The key point is that we are able to estimate variance l...
Alexander J. Smola, Quoc V. Le, Stéphane Ca...
IROS
2009
IEEE
148views Robotics» more  IROS 2009»
15 years 4 months ago
A computer vision integration model for a multi-modal cognitive system
— We present a general method for integrating visual components into a multi-modal cognitive system. The integration is very generic and can work with an arbitrary set of modalit...
Alen Vrecko, Danijel Skocaj, Nick Hawes, Ales Leon...
AIED
2009
Springer
15 years 4 months ago
Affective Artificial Intelligence in Education: From Detection to Adaptation
This paper reviews and integrates research that would be necessary to develop an AIED system able to detect and then appropriately react to an affective state of a learner. It addr...
Emmanuel G. Blanchard, Boris Volfson, Yuan-Jin Hon...
ICALT
2008
IEEE
15 years 4 months ago
CyberLab: An Online Virtual Laboratory Toolkit for Non-Programmers
Online virtual laboratory is important for online science education. CyberLab is a toolkit for online virtual experiments. It is able to handle the creation, exportation, and exec...
Kang Zhao, Matthew P. Evett
ENC
2006
IEEE
15 years 3 months ago
Cleaning Training-Datasets with Noise-Aware Algorithms
We introduce a novel learning algorithm for noise elimination. Our algorithm is based on the re-measurement idea for the correction of erroneous observations and is able to discri...
H. Jair Escalante