Can I read Learning DNF from random walks on EtoBox?

Learning DNF from random walks by Nader H. Bshouty; Elchanan Mossel; Ryan O’Donnell; Rocco A. Servedio is a Computer Science article available to read on EtoBox.

What is Learning DNF from random walks about?

We consider a model of learning Boolean functions from examples generated by a uniform random walk on {0, 1} n . We give a polynomial time algorithm for learning decision trees and DNF formulas in this model. This is the first efficient algorithm for learning these classes in a natural passive learning model where the learner has no influence over the choice of examples used for learning.

Who reads Learning DNF from random walks?

Author

Nader H. Bshouty; Elchanan Mossel; Ryan O’Donnell; Rocco A. Servedio

Publisher

Elsevier Science; Elsevier ; Elsevier Inc.; Elsevier BV (ISSN 0022-0000)

Published

2005

Language

EN

Field

Computer Science (Physical Sciences)