1318 search results - page 78 / 264 » Aggregation-based model reduction of a Hidden Markov Model |
81
Voted
PAMI
2000
15 years 11 days ago
2000
CDC
2009
IEEE
15 years 5 months ago
2009
IEEE
— Model reduction methods from diverse fields— including control, statistical mechanics and economics—aimed at systems that can be represented by Markov chains, are discusse...
100
Voted
TIP
2008
15 years 15 days ago
2008
This paper presents recursive cavity modeling--a principled, tractable approach to approximate, near-optimal inference for large Gauss-Markov random fields. The main idea is to su...
125
click to vote
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
This paper presents a novel discriminative learning technique for label sequences based on a combination of the two most successful learning algorithms, Support Vector Machines an...
138
click to vote
ICIP
2007
IEEE
16 years 2 months ago
2007
IEEE
We develop a hierarchical, nonparametric statistical model for wavelet representations of natural images. Extending previous work on Gaussian scale mixtures, wavelet coefficients ...