2292 search results - page 252 / 459 » Structure preserving embedding |
139
click to vote
UAI
2008
15 years 6 months ago
2008
Many algorithms and applications involve repeatedly solving variations of the same inference problem; for example we may want to introduce new evidence to the model or perform upd...
128
click to vote
RSS
2007
15 years 6 months ago
2007
— This paper studies the optimal motion control of mechanical systems through a discrete geometric approach. At the core of our formulation is a discrete Lagrange-d’AlembertPon...
150
Voted
SDM
2007
SIAM
15 years 6 months ago
2007
SIAM
Dimensionality reduction is among the keys in mining highdimensional data. This paper studies semi-supervised dimensionality reduction. In this setting, besides abundant unlabeled...
132
Voted
FLAIRS
2004
15 years 6 months ago
2004
How to compute marginals efficiently is one of major concerned problems in probabilistic reasoning systems. Traditional graphical models do not preserve all conditional independen...
131
click to vote
FLAIRS
2006
15 years 6 months ago
2006
In this paper we present an algorithm and software for generating arbitrarily large Bayesian Networks by tiling smaller real-world known networks. The algorithm preserves the stru...