1074 search results - page 100 / 215 » An ASM-Characterization of a Class of Distributed Algorithms |
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JMLR
2012
13 years 8 days ago
2012
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
EURONGI
2006
Springer
15 years 1 months ago
2006
Springer
Abstract. Autonomic computing networks manage multiple tasks over a distributed network of resources. In this paper, we view an autonomic computing system as a network of queues, w...
PODC
2006
ACM
15 years 3 months ago
2006
ACM
Motivated by applications to sensor, peer-to-peer, and adhoc networks, we study the problem of computing functions of values at the nodes in a network in a totally distributed man...
GECCO
2009
Springer
15 years 4 months ago
2009
Springer
Indicator-based algorithms have become a very popular approach to solve multi-objective optimization problems. In this paper, we contribute to the theoretical understanding of alg...
COLT
2007
Springer
15 years 4 months ago
2007
Springer
This paper analyzes the potential advantages and theoretical challenges of “active learning” algorithms. Active learning involves sequential sampling procedures that use infor...