390 search results - page 24 / 78 » A Model of Inductive Bias Learning |
ILP
2004
Springer
14 years 3 months ago
2004
Springer
Abstract. In this paper, we study how a logical form of scientific modelling that integrates together abduction and induction can be used to understand the functional class of unk...
WWW
2011
ACM
13 years 4 months ago
2011
ACM
Modeling a user’s click-through behavior in click logs is a challenging task due to the well-known position bias problem. Recent advances in click models have adopted the examin...
EACL
2003
ACL Anthology
13 years 11 months ago
2003
ACL Anthology
We present a neural-network-based statistical parser, trained and tested on the Penn Treebank. The neural network is used to estimate the parameters of a generative model of left-...
DAGSTUHL
2006
13 years 11 months ago
2006
We present and relate recent results in prediction based on countable classes of either probability (semi-)distributions or base predictors. Learning by Bayes, MDL, and stochastic ...
DATAMINE
2010
13 years 10 months ago
2010
In this article we show that there is a strong connection between decision tree learning and local pattern mining. This connection allows us to solve the computationally hard probl...