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» A Computable Spectral Theorem
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143
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SARA
2007
Springer
15 years 10 months ago
Computing and Using Lower and Upper Bounds for Action Elimination in MDP Planning
Abstract. We describe a way to improve the performance of MDP planners by modifying them to use lower and upper bounds to eliminate non-optimal actions during their search. First, ...
Ugur Kuter, Jiaqiao Hu
ASIAN
2006
Springer
134views Algorithms» more  ASIAN 2006»
15 years 8 months ago
Computational Soundness of Formal Indistinguishability and Static Equivalence
In the investigation of the relationship between the formal and the computational view of cryptography, a recent approach, first proposed in [10], uses static equivalence from cryp...
Gergei Bana, Payman Mohassel, Till Stegers
146
Voted
KDD
2005
ACM
157views Data Mining» more  KDD 2005»
16 years 5 months ago
A fast kernel-based multilevel algorithm for graph clustering
Graph clustering (also called graph partitioning) -- clustering the nodes of a graph -- is an important problem in diverse data mining applications. Traditional approaches involve...
Inderjit S. Dhillon, Yuqiang Guan, Brian Kulis
121
Voted
GECCO
2006
Springer
186views Optimization» more  GECCO 2006»
15 years 8 months ago
Genetic programming for agricultural purposes
Nitrogen is one of the most important chemical intakes to ensure the healthy growth of agricultural crops. However, some environmental concerns emerge (soil and water pollution) w...
Clément Chion, Luis E. Da Costa, Jacques-An...
CORR
2006
Springer
145views Education» more  CORR 2006»
15 years 4 months ago
Product Multicommodity Flow in Wireless Networks
We provide a tight approximate characterization of the n-dimensional product multicommodity flow (PMF) region for a wireless network of n nodes. Separate characterizations in term...
Ritesh Madan, Devavrat Shah, Olivier Lév&ec...