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ICML
2010
IEEE
15 years 5 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
15 years 6 months 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
15 years 5 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...
127
Voted
USITS
2001
15 years 5 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
16 years 4 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