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» Efficient and Flexible Value Sampling
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ASPLOS
2000
ACM
14 years 3 months ago
Efficient and Flexible Value Sampling
Michael Burrows, Úlfar Erlingsson, Shun-Tak...
ICML
2005
IEEE
14 years 11 months ago
Bayesian sparse sampling for on-line reward optimization
We present an efficient "sparse sampling" technique for approximating Bayes optimal decision making in reinforcement learning, addressing the well known exploration vers...
Tao Wang, Daniel J. Lizotte, Michael H. Bowling, D...
CN
2010
85views more  CN 2010»
13 years 11 months ago
CLAMP: Efficient class-based sampling for flexible flow monitoring
Mohit Saxena, Ramana Rao Kompella
ICDE
2006
IEEE
163views Database» more  ICDE 2006»
15 years 6 days ago
A Sampling-Based Approach to Optimizing Top-k Queries in Sensor Networks
Wireless sensor networks generate a vast amount of data. This data, however, must be sparingly extracted to conserve energy, usually the most precious resource in battery-powered ...
Adam Silberstein, Carla Schlatter Ellis, Jun Yang ...
TCBB
2008
82views more  TCBB 2008»
13 years 10 months ago
Efficient Algorithms to Explore Conformation Spaces of Flexible Protein Loops
Two efficient and complementary sampling algorithms are presented to explore the space of closed clash-free conformations of a flexible protein loop. The "seed sampling" ...
Peggy Yao, Ankur Dhanik, Nathan Marz, Ryan Propper...