1413 search results - page 162 / 283 » A Theory for Memory-Based Learning |
143
click to vote
JMLR
2010
15 years 1 months ago
2010
We introduce a new method -- the group Dantzig selector -- for high dimensional sparse regression with group structure, which has a convincing theory about why utilizing the group...
170
click to vote
SYNTHESE
2010
15 years 1 months ago
2010
Most scientific models are not physical objects, and this raises important questions. What sort of entity are models, what is truth in a model, and how do we learn about models? In...
231
click to vote
SIAMCOMP
2011
15 years 1 months ago
2011
Abstract. In the 2nd Annual FOCS (1961), Chao-Kong Chow proved that every Boolean threshold function is uniquely determined by its degree-0 and degree-1 Fourier coefficients. These...
155
click to vote
STOC
2003
ACM
16 years 6 months ago
2003
ACM
Boosting algorithms are procedures that "boost" low-accuracy weak learning algorithms to achieve arbitrarily high accuracy. Over the past decade boosting has been widely...
163
click to vote
ALT
2005
Springer
16 years 3 months ago
2005
Springer
Within learning theory teaching has been studied in various ways. In a common variant the teacher has to teach all learners that are restricted to output only consistent hypotheses...