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» The Generalized Theory of Model Preference
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DSMML
2004
Springer
15 years 10 months ago
Can Gaussian Process Regression Be Made Robust Against Model Mismatch?
Learning curves for Gaussian process (GP) regression can be strongly affected by a mismatch between the ‘student’ model and the ‘teacher’ (true data generation process), e...
Peter Sollich
SIGMETRICS
2010
ACM
212views Hardware» more  SIGMETRICS 2010»
15 years 9 months ago
A mean field model of work stealing in large-scale systems
In this paper, we consider a generic model of computational grids, seen as several clusters of homogeneous processors. In such systems, a key issue when designing efficient job al...
Nicolas Gast, Bruno Gaujal
ATAL
2010
Springer
15 years 5 months ago
History-dependent graphical multiagent models
A dynamic model of a multiagent system defines a probability distribution over possible system behaviors over time. Alternative representations for such models present tradeoffs i...
Quang Duong, Michael P. Wellman, Satinder P. Singh...
WSDM
2010
ACM
365views Data Mining» more  WSDM 2010»
16 years 1 months ago
A Novel Click Model and Its Applications to Online Advertising
Recent advances in click model have positioned it as an attractive method for representing user preferences in web search and online advertising. Yet, most of the existing works f...
Zeyuan Allen Zhu, Weizhu Chen, Tom Minka, Chenguan...
WINE
2007
Springer
132views Economy» more  WINE 2007»
15 years 10 months ago
Adwords Auctions with Decreasing Valuation Bids
The choice of a bidding language is crucial in auction design in order to correctly capture bidder utilities. We propose a new bidding model for the Adwords auctions of search eng...
Gagan Goel, Aranyak Mehta