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ECCC
2007
180views more  ECCC 2007»
14 years 9 months ago
Adaptive Algorithms for Online Decision Problems
We study the notion of learning in an oblivious changing environment. Existing online learning algorithms which minimize regret are shown to converge to the average of all locally...
Elad Hazan, C. Seshadhri
73
Voted
OR
2006
Springer
14 years 9 months ago
Online Dial-A-Ride Problem with Time Windows: An Exact Algorithm Using Status Vectors
The Dial-A-Ride Problem (DARP) has often been used to organize transport of elderly and handicapped people, assuming that these people can book their transport in advance. But the ...
Anke Fabri, Peter Recht
95
Voted
WADS
2009
Springer
298views Algorithms» more  WADS 2009»
15 years 4 months ago
A Comparison of Performance Measures for Online Algorithms
This paper provides a systematic study of several proposed measures for online algorithms in the context of a specific problem, namely, the two server problem on three colinear po...
Joan Boyar, Sandy Irani, Kim S. Larsen
WINE
2005
Springer
109views Economy» more  WINE 2005»
15 years 3 months ago
New Algorithms for Mining the Reputation of Participants of Online Auctions
The assessment of credibility and reputation of contractors in online auctions is the key issue in providing reliable environment for customer-to-customer e-commerce. Confident re...
Mikolaj Morzy
79
Voted
COLT
2008
Springer
14 years 11 months ago
Linear Algorithms for Online Multitask Classification
We design and analyze interacting online algorithms for multitask classification that perform better than independent learners whenever the tasks are related in a certain sense. W...
Giovanni Cavallanti, Nicolò Cesa-Bianchi, C...