1187 search results - page 42 / 238 » The Generalized Dimensionality Reduction Problem |
113
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
We study the problem of discovering a manifold that best preserves information relevant to a nonlinear regression. Solving this problem involves extending and uniting two threads ...
154
Voted
JMLR
2012
13 years 5 months ago
2012
Metric and kernel learning arise in several machine learning applications. However, most existing metric learning algorithms are limited to learning metrics over low-dimensional d...
126
Voted
CDC
2008
IEEE
15 years 4 months ago
2008
IEEE
Abstract-- This paper considers the problem of model reduction for controlled systems. The paper considers a dual/adjoint formulation of the general optimization problem to minimiz...
99
Voted
ICIP
2005
IEEE
16 years 4 months ago
2005
IEEE
The problem of appearance-based recognition of faces and facial expressions is addressed. Previous work on sliced inverse regression (SIR) resulted in the formulation of an appear...
123
Voted
DAC
2007
ACM
16 years 3 months ago
2007
ACM
The ability to account for the growing impacts of multiple process variations in modern technologies is becoming an integral part of nanometer VLSI design. Under the context of ti...