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ICML
2010
IEEE
13 years 11 months ago
On the Consistency of Ranking Algorithms
We present a theoretical analysis of supervised ranking, providing necessary and sufficient conditions for the asymptotic consistency of algorithms based on minimizing a surrogate...
John Duchi, Lester W. Mackey, Michael I. Jordan
ATAL
2008
Springer
14 years 8 days ago
Sigma point policy iteration
In reinforcement learning, least-squares temporal difference methods (e.g., LSTD and LSPI) are effective, data-efficient techniques for policy evaluation and control with linear v...
Michael H. Bowling, Alborz Geramifard, David Winga...
ICWS
2007
IEEE
13 years 11 months ago
Model-driven Composition of Context-aware Web Services Using ContextUML and Aspects
Service Oriented Architectures (SOAs) are constantly gaining ground for the provision of business to business as well as user-centric services, mainly in the form of Web Services ...
George N. Prezerakos, Nikolaos D. Tselikas, Giovan...
USITS
2001
13 years 11 months ago
End-to-End WAN Service Availability
Abstract--This paper seeks to understand how network failures affect the availability of service delivery across wide-area networks (WANs) and to evaluate classes of techniques for...
Bharat Chandra, Michael Dahlin, Lei Gao, Amol Naya...
ASPLOS
2009
ACM
14 years 11 months ago
Commutativity analysis for software parallelization: letting program transformations see the big picture
Extracting performance from many-core architectures requires software engineers to create multi-threaded applications, which significantly complicates the already daunting task of...
Farhana Aleen, Nathan Clark