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COLT
2000
Springer
14 years 3 months ago
On the Convergence Rate of Good-Turing Estimators
Good-Turing adjustments of word frequencies are an important tool in natural language modeling. In particular, for any sample of words, there is a set of words not occuring in tha...
David A. McAllester, Robert E. Schapire
ATAL
2008
Springer
14 years 28 days ago
Using adaptive consultation of experts to improve convergence rates in multiagent learning
In this paper we study the use of experts algorithms in a multiagent setting. In this paper we allow agents to use multiple experts and explore different experts algorithms that a...
Greg Hines, Kate Larson
QUESTA
2006
61views more  QUESTA 2006»
13 years 10 months ago
Convergence rates in monotone separable stochastic networks
Serguei Foss, Artëm Sapozhnikov