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PEPM
2009
ACM
15 years 9 months ago
Self-adjusting computation: (an overview)
Many applications need to respond to incremental modifications to data. Being incremental, such modification often require incremental modifications to the output, making it po...
Umut A. Acar
134
Voted
HOTOS
2003
IEEE
15 years 6 months ago
Towards a Semantic-Aware File Store
—Traditional hierarchical namespaces are not sufficient for representing and managing the rich semantics of today’s storage systems. In this paper, we discuss the principles o...
Zhichen Xu, Magnus Karlsson, Chunqiang Tang, Chris...
94
Voted
ISCA
2000
IEEE
105views Hardware» more  ISCA 2000»
15 years 5 months ago
Multiple-banked register file architectures
The register file access time is one of the critical delays in current superscalar processors. Its impact on processor performance is likely to increase in future processor genera...
José-Lorenzo Cruz, Antonio González,...
115
Voted
CIKM
2008
Springer
15 years 2 months ago
SoRec: social recommendation using probabilistic matrix factorization
Data sparsity, scalability and prediction quality have been recognized as the three most crucial challenges that every collaborative filtering algorithm or recommender system conf...
Hao Ma, Haixuan Yang, Michael R. Lyu, Irwin King
111
Voted
CORR
2006
Springer
113views Education» more  CORR 2006»
15 years 22 days ago
A Unified View of TD Algorithms; Introducing Full-Gradient TD and Equi-Gradient Descent TD
This paper addresses the issue of policy evaluation in Markov Decision Processes, using linear function approximation. It provides a unified view of algorithms such as TD(), LSTD()...
Manuel Loth, Philippe Preux
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