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130
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AAAI
2007
15 years 6 months ago
Restart Schedules for Ensembles of Problem Instances
The mean running time of a Las Vegas algorithm can often be dramatically reduced by periodically restarting it with a fresh random seed. The optimal restart schedule depends on th...
Matthew J. Streeter, Daniel Golovin, Stephen F. Sm...
116
Voted
COLT
2008
Springer
15 years 5 months ago
Extracting Certainty from Uncertainty: Regret Bounded by Variation in Costs
Prediction from expert advice is a fundamental problem in machine learning. A major pillar of the field is the existence of learning algorithms whose average loss approaches that ...
Elad Hazan, Satyen Kale
175
Voted
ACSW
2007
15 years 5 months ago
Usability and Privacy in Identity Management Architectures
Digital identities represent who we are when engaging in online activities and transactions. The rapid growth in the number of online services leads to in an increasing number of ...
Audun Jøsang, Mohammed Al Zomai, Suriadi Su...
99
Voted
IADIS
2003
15 years 5 months ago
A Standardizing Harvester Design for Durable Web Content
Online publications are becoming an important information source. Due to the variety of standards and other forms of best practices used in composing online publications, preserva...
Frans Dondorp, Kees van der Meer
123
Voted
UAI
2003
15 years 5 months ago
Active Collaborative Filtering
Collaborative filtering (CF) allows the preferences of multiple users to be pooled to make recommendations regarding unseen products. We consider in this paper the problem of onl...
Craig Boutilier, Richard S. Zemel, Benjamin M. Mar...