599 search results - page 42 / 120 » An Algorithm for Learning Abductive Rules |
124
click to vote
COLT
2005
Springer
15 years 9 months ago
2005
Springer
We start by showing that in an active learning setting, the Perceptron algorithm needs Ω( 1 ε2 ) labels to learn linear separators within generalization error ε. We then prese...
143
click to vote
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
Online learning algorithms have recently risen to prominence due to their strong theoretical guarantees and an increasing number of practical applications for large-scale data ana...
135
click to vote
CLEF
2009
Springer
15 years 4 months ago
2009
Springer
This paper investigates a novel approach to unsupervised morphology induction relying on community detection in networks. In a first step, morphological transformation rules are a...
114
Voted
KDD
1997
ACM
15 years 7 months ago
1997
ACM
This paper presents an autonomous algorithm for discovering exception rules from data sets. An exception rule, which is defined as a deviational pattern to a well-known fact, exhi...
159
Voted
AAAI
2012
13 years 5 months ago
2012
We consider lifted importance sampling (LIS), a previously proposed approximate inference algorithm for statistical relational learning (SRL) models. LIS achieves substantial vari...