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ICML
2010
IEEE
15 years 8 months ago
Efficient Selection of Multiple Bandit Arms: Theory and Practice
We consider the general, widely applicable problem of selecting from n real-valued random variables a subset of size m of those with the highest means, based on as few samples as ...
Shivaram Kalyanakrishnan, Peter Stone
ICML
2010
IEEE
15 years 8 months ago
Graded Multilabel Classification: The Ordinal Case
We propose a generalization of multilabel classification that we refer to as graded multilabel classification. The key idea is that, instead of requesting a yes-no answer to the q...
Weiwei Cheng, Krzysztof Dembczynski, Eyke Hül...
CEC
2010
IEEE
15 years 7 months ago
Higher-order functions in aesthetic EC encodings
— The use of higher-order functions, as a method of ion and re-use in EC encodings, has been the subject of relatively little research. In this paper we introduce and give motiva...
James McDermott, Jonathan Byrne, John Mark Swaffor...
ACS
2007
15 years 7 months ago
Axioms for Sequential Convergence
: It is of general knowledge that those (ultra)filter convergence relations coming from a topology can be characterized by two natural axioms. However, the situation changes consi...
Gonçalo Gutierres, Dirk Hofmann
CORR
2008
Springer
101views Education» more  CORR 2008»
15 years 7 months ago
Unequal Error Protection: Some Fundamental Limits
Various scenarios are considered where some information is more important than other and needs better protection. A general theoretical framework for unequal error protection is d...
Shashi Borade, Baris Nakiboglu, Lizhong Zheng