3006 search results - page 67 / 602 » Dimensionality reduction and generalization |
106
Voted
AAAI
2007
15 years 3 months ago
2007
Recently the problem of dimensionality reduction has received a lot of interests in many fields of information processing. We consider the case where data is sampled from a low d...
87
Voted
EOR
2002
15 years 18 days ago
2002
The paper studies the connections and differences between bilevel problems (BL) and generalized semi-infinite problems (GSIP). Under natural assumptions (GSIP) can be seen as a sp...
104
Voted
ICPR
2004
IEEE
16 years 1 months ago
2004
IEEE
Recent empirical work has shown that combining predictors can lead to significant reduction in generalization error. The individual predictors (weak learners) can be very simple, ...
111
Voted
3DPVT
2006
IEEE
15 years 4 months ago
2006
IEEE
We present an alternate approach to the problem of structure from motion (SfM) with noisy point measurements. With no information available about the joint density of three-dimens...
81
Voted
NIPS
2007
15 years 2 months ago
2007
Maximum variance unfolding (MVU) is an effective heuristic for dimensionality reduction. It produces a low-dimensional representation of the data by maximizing the variance of the...