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» The Online Median Problem
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92
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AAAI
2007
15 years 3 months ago
An Ironing-Based Approach to Adaptive Online Mechanism Design in Single-Valued Domains
Online mechanism design considers the problem of sequential decision making in a multi-agent system with self-interested agents. The agent population is dynamic and each agent has...
David C. Parkes, Quang Duong
95
Voted
ADHOC
2007
107views more  ADHOC 2007»
15 years 28 days ago
On-line disjoint path routing for network capacity maximization in energy-constrained ad hoc networks
In this paper we consider on-line disjoint path routing in energy-constrained ad hoc networks. The objective is to maximize the network capacity, i.e. maximize the number of messa...
Weifa Liang, Yuzhen Liu
83
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ETS
2000
IEEE
126views Hardware» more  ETS 2000»
15 years 18 days ago
Different (Key)strokes for Different Folks: Designing online venues for professional communities
Educational on-line resources are expanding in their application beyond delivering courses to providing venues in which members of professional communities of practice meet to exc...
Liwana S. Bringelson, Tom Carey
105
Voted
CORR
2010
Springer
101views Education» more  CORR 2010»
15 years 11 days ago
Online Learning: Random Averages, Combinatorial Parameters, and Learnability
We develop a theory of online learning by defining several complexity measures. Among them are analogues of Rademacher complexity, covering numbers and fatshattering dimension fro...
Alexander Rakhlin, Karthik Sridharan, Ambuj Tewari
103
Voted
JMLR
2010
130views more  JMLR 2010»
14 years 7 months ago
MOA: Massive Online Analysis, a Framework for Stream Classification and Clustering
Massive Online Analysis (MOA) is a software environment for implementing algorithms and running experiments for online learning from evolving data streams. MOA is designed to deal...
Albert Bifet, Geoff Holmes, Bernhard Pfahringer, P...