90 search results - page 1 / 18 » Toward Efficient Agnostic Learning |
COLT
1992
Springer
13 years 10 months ago
1992
Springer
In this paper we initiatean investigationof generalizationsof the ProbablyApproximatelyCorrect (PAC) learningmodelthat attemptto significantlyweakenthe target functionassumptions.T...
ICS
2010
Tsinghua U.
14 years 3 months ago
2010
Tsinghua U.
We consider the problem of boosting the accuracy of weak learning algorithms in the agnostic learning framework of Haussler (1992) and Kearns et al. (1992). Known algorithms for t...
COLT
2004
Springer
13 years 10 months ago
2004
Springer
JMLR
2006
13 years 6 months ago
2006
Fast and frugal heuristics are well studied models of bounded rationality. Psychological research has proposed the take-the-best heuristic as a successful strategy in decision mak...
ECAI
2004
Springer
13 years 11 months ago
2004
Springer
Advances in data collection technologies allow accumulation of large and high dimensional datasets and provide opportunities for learning high quality classification and regression...