35 search results - page 3 / 7 » Practical Experiments with Regular Approximation of Context-... |
AAAI
2006
15 years 1 months ago
2006
L1 regularized logistic regression is now a workhorse of machine learning: it is widely used for many classification problems, particularly ones with many features. L1 regularized...
103
click to vote
TIP
2008
14 years 11 months ago
2008
Abstract--In this paper, we present a complete and practical algorithm for the approximation of level-set-based curve evolution suitable for real-time implementation. In particular...
91
Voted
NIPS
2007
15 years 1 months ago
2007
We demonstrate that log-linear grammars with latent variables can be practically trained using discriminative methods. Central to efficient discriminative training is a hierarchi...
PKDD
2009
Springer
15 years 6 months ago
2009
Springer
Abstract. This paper presents a novel feature selection method for classification of high dimensional data, such as those produced by microarrays. It includes a partial supervisio...
94
Voted
CORR
2010
Springer
14 years 10 months ago
2010
Springer
Abstract. We present two novel approaches to parsing context-free languages. The first approach is based on an extension of Brzozowski’s derivative from regular expressions to c...