2476 search results - page 261 / 496 » Model Selection and Error Estimation |
93
Voted
NIPS
2003
15 years 5 months ago
2003
The bootstrap has become a popular method for exploring model (structure) uncertainty. Our experiments with artificial and realworld data demonstrate that the graphs learned from...
100
Voted
ICPR
2008
IEEE
15 years 10 months ago
2008
IEEE
This paper describes recent advances in hidden Markov model (HMM) based OCR for machine-printed Arabic documents. A combination of scriptindependent and script-specific techniques...
166
Voted
TNN
2010
14 years 10 months ago
2010
Finite mixture model is a powerful tool in many statistical learning problems. In this paper, we propose a general, structure-preserving approach to reduce its model complexity, w...
115
Voted
ACL
2008
15 years 5 months ago
2008
We propose a language model based on a precise, linguistically motivated grammar (a hand-crafted Head-driven Phrase Structure Grammar) and a statistical model estimating the proba...
138
Voted
ICPR
2008
IEEE
15 years 10 months ago
2008
IEEE
This paper presents a new approach to largevocabulary online handwritten Chinese character recognition based on semi-tied covariance (STC) modeling. Detailed procedures are descri...