2295 search results - page 117 / 459 » Learning Overcomplete Representations |
117
Voted
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
Probabilistic modelling of text data in the bagof-words representation has been dominated by directed graphical models such as pLSI, LDA, NMF, and discrete PCA. Recently, state of...
80
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
Dimensionality reduction is the problem of finding a low-dimensional representation of highdimensional input data. This paper examines the case where additional information is kno...
117
click to vote
ICRA
2009
IEEE
15 years 7 months ago
2009
IEEE
— An autonomous robot system that is to act in a real-world environment is faced with the problem of having to deal with a high degree of both complexity as well as uncertainty. ...
72
Voted
ITS
2004
Springer
15 years 6 months ago
2004
Springer
Abstract. Faded examples have been investigated in pedagogical psychology. The experiments suggest that a learner can benefit from faded examples. For these experiments a few exam...
100
Voted
AAAI
2004
15 years 2 months ago
2004
Learning how to create, test, and revise models is a central skill in scientific reasoning. We argue that qualitative modeling provides an appropriate level of representation for ...