3097 search results - page 64 / 620 » Adaptive Manifold Learning |
110
Voted
COLT
2008
Springer
15 years 5 months ago
2008
Springer
An algorithm is presented for online learning of rotations. The proposed algorithm involves matrix exponentiated gradient updates and is motivated by the von Neumann divergence. T...
116
Voted
ICALT
2007
IEEE
2007
IEEE
Towards Advanced Learner Modeling: Discussions on Quasi Real-time Adaptation with Physiological Data
15 years 10 months ago
In this paper, we discuss the use of physiological data for quasi real-time adaptation in ITS. We present preliminary results where we analyze learners’ reactions while using a ...
117
Voted
CVPR
2007
IEEE
16 years 5 months ago
2007
IEEE
A framework for the regularized estimation of nonuniform dimensionality and density in high dimensional data is introduced in this work. This leads to learning stratifications, th...
117
Voted
ICPR
2002
IEEE
16 years 4 months ago
2002
IEEE
This paper considers a recently proposed method for unsupervised learning and dimensionality reduction, locally linear embedding (LLE). LLE computes a compact representation of hi...
135
click to vote
UAI
2003
15 years 5 months ago
2003
We consider the problem of learning a Riemannian metric associated with a given differentiable manifold and a set of points. Our approach to the problem involves choosing a metric...