90 search results - page 1 / 18 » Toward Efficient Agnostic Learning |
82
Voted
COLT
1992
Springer
15 years 4 months ago
1992
Springer
In this paper we initiatean investigationof generalizationsof the ProbablyApproximatelyCorrect (PAC) learningmodelthat attemptto significantlyweakenthe target functionassumptions.T...
100
Voted
ICS
2010
Tsinghua U.
15 years 10 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...
103
Voted
COLT
2004
Springer
15 years 4 months ago
2004
Springer
106
Voted
JMLR
2006
15 years 17 days 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...
109
Voted
ECAI
2004
Springer
15 years 6 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...