7 search results - page 1 / 2 » Probabilistic DFA Inference using Kullback-Leibler Divergenc... |
ICML
2000
IEEE
14 years 5 months ago
2000
IEEE
ACL
2004
13 years 6 months ago
2004
We compare two approaches for describing and generating bodies of rules used for natural language parsing. In today's parsers rule bodies do not exist a priori but are genera...
CORR
2012
Springer
12 years 18 days ago
2012
Springer
We show that the log-likelihood of several probabilistic graphical models is Lipschitz continuous with respect to the p-norm of the parameters. We discuss several implications ...
KDD
2007
ACM
14 years 5 months ago
2007
ACM
Multinomial distributions over words are frequently used to model topics in text collections. A common, major challenge in applying all such topic models to any text mining proble...
TALG
2010
12 years 11 months ago
2010
We study a generalization of the k-median problem with respect to an arbitrary dissimilarity measure D. Given a finite set P of size n, our goal is to find a set C of size k such t...