Concentration inequalities and laws of large numbers under epistemic and regular irrelevance
| Contribuinte(s) |
UNIVERSIDADE DE SÃO PAULO |
|---|---|
| Data(s) |
18/10/2012
18/10/2012
2010
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| Resumo |
This paper presents concentration inequalities and laws of large numbers under weak assumptions of irrelevance that are expressed using lower and upper expectations. The results build upon De Cooman and Miranda`s recent inequalities and laws of large numbers. The proofs indicate connections between the theory of martingales and concepts of epistemic and regular irrelevance. (C) 2010 Elsevier Inc. All rights reserved. |
| Identificador |
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING, v.51, n.9, Special Issue, p.1069-1084, 2010 0888-613X http://producao.usp.br/handle/BDPI/18319 10.1016/j.ijar.2010.08.009 |
| Idioma(s) |
eng |
| Publicador |
ELSEVIER SCIENCE INC |
| Relação |
International Journal of Approximate Reasoning |
| Direitos |
restrictedAccess Copyright ELSEVIER SCIENCE INC |
| Palavras-Chave | #Laws of large numbers #Lower and upper expectations and probabilities #Irrelevance and independence #RANDOM-VARIABLES #PROBABILITY #WEAK #Computer Science, Artificial Intelligence |
| Tipo |
article proceedings paper publishedVersion |