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166
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IJCAI
2003
15 years 4 months ago
Towards Cooperative Negotiation for Decentralized Resource Allocation in Autonomic Computing Systems
Resource allocation is a key problem in autonomic computing. In this paper we use a data center scenario to motivate the need for decentralization and cooperative negotiation, and...
Craig Boutilier, Rajarshi Das, Jeffrey O. Kephart,...
127
Voted
ICML
2006
IEEE
16 years 3 months ago
Active learning via transductive experimental design
This paper considers the problem of selecting the most informative experiments x to get measurements y for learning a regression model y = f(x). We propose a novel and simple conc...
Kai Yu, Jinbo Bi, Volker Tresp
115
Voted
ICML
2003
IEEE
16 years 3 months ago
Learning Distance Functions using Equivalence Relations
We address the problem of learning distance metrics using side-information in the form of groups of "similar" points. We propose to use the RCA algorithm, which is a sim...
Aharon Bar-Hillel, Tomer Hertz, Noam Shental, Daph...
115
Voted
WINE
2009
Springer
117views Economy» more  WINE 2009»
15 years 9 months ago
Envy-Free Allocations for Budgeted Bidders
We study the problem of identifying prices to support a given allocation of items to bidders in an envy-free way. A bidder will envy another bidder if she would prefer to obtain th...
David Kempe, Ahuva Mu'alem, Mahyar Salek
103
Voted
ATAL
2009
Springer
15 years 9 months ago
Resource allocation with answer-set programming
Multi-agent resource allocation is a growing area of research at the frontier between Economics and Computer Science. Despite the extensive theoretical work and raising number of ...
João Leite, José Júlio Alfere...