3694 search results - page 206 / 739 » Stochastic complexity in learning |
126
click to vote
ICA
2004
Springer
15 years 9 months ago
2004
Springer
We treat the problem of Blind Deconvolution of Single Input - Single Output (SISO) systems with real or complex binary sources. We explicate the basic mathematical idea by focusing...
119
click to vote
IJIT
2004
15 years 5 months ago
2004
A novel method of learning complex fuzzy decision regions in the n-dimensional feature space is proposed. Through the fuzzy decision regions, a given pattern's class membershi...
117
click to vote
EMNLP
2008
15 years 5 months ago
2008
Regular expressions have served as the dominant workhorse of practical information extraction for several years. However, there has been little work on reducing the manual effort ...
115
click to vote
CORR
2010
Springer
15 years 4 months ago
2010
Springer
We study online learnability of a wide class of problems, extending the results of [26] to general notions of performance measure well beyond external regret. Our framework simult...
180
click to vote
ILP
2007
Springer
15 years 10 months ago
2007
Springer
Statistical Relational Learning (SRL) combines the benefits of probabilistic machine learning approaches with complex, structured domains from Inductive Logic Programming (ILP). W...