428 search results - page 29 / 86 » An Algorithm for Intrinsic Dimensionality Estimation |
134
Voted
NIPS
1996
15 years 5 months ago
1996
Model learning combined with dynamic programming has been shown to be e ective for learning control of continuous state dynamic systems. The simplest method assumes the learned mod...
145
Voted
ML
2007
ACM
15 years 3 months ago
2007
ACM
We consider multivariate density estimation with identically distributed observations. We study a density estimator which is a convex combination of functions in a dictionary and ...
133
Voted
CSDA
2006
15 years 3 months ago
2006
: Kernel density estimation for multivariate data is an important technique that has a wide range of applications. However, it has received significantly less attention than its un...
132
click to vote
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Intuitively, learning should be easier when the data points lie on a low-dimensional submanifold of the input space. Recently there has been a growing interest in algorithms that ...
137
Voted
DAGM
2010
Springer
15 years 4 months ago
2010
Springer
Density modeling is notoriously difficult for high dimensional data. One approach to the problem is to search for a lower dimensional manifold which captures the main characteristi...