233 search results - page 35 / 47 » Learning Decision Lists Using Homogeneous Rules |
TCS
2010
13 years 6 months ago
2010
We consider the problem of actively learning the mean values of distributions associated with a finite number of options. The decision maker can select which option to generate t...
ICTAI
2002
IEEE
14 years 23 days ago
2002
IEEE
There are many machine learning algorithms currently available. In the 21st century, the problem no longer lies in writing the learner, but in choosing which learners to run on a ...
KDD
1998
ACM
14 years 1 days ago
1998
ACM
This paper explores unexpected results that lie at the intersection of two common themes in the KDD community: large datasets and the goal of building compact models. Experiments ...
RSEISP
2007
Springer
14 years 1 months ago
2007
Springer
This paper concerns the development of a new direction in machine learning, called natural induction, which requires from computergenerated knowledge not only to have high predicti...
COLT
2006
Springer
13 years 11 months ago
2006
Springer
We study the average number of well-chosen labeled examples that are required for a helpful teacher to uniquely specify a target function within a concept class. This "average...