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IJCAI
2007
15 years 9 months ago
MB-DPOP: A New Memory-Bounded Algorithm for Distributed Optimization
In distributed combinatorial optimization problems, dynamic programming algorithms like DPOP ([Petcu and Faltings, 2005]) require only a linear number of messages, thus generating...
Adrian Petcu, Boi Faltings
NIPS
2007
15 years 9 months ago
Incremental Natural Actor-Critic Algorithms
We present four new reinforcement learning algorithms based on actor-critic and natural-gradient ideas, and provide their convergence proofs. Actor-critic reinforcement learning m...
Shalabh Bhatnagar, Richard S. Sutton, Mohammad Gha...
CIC
2006
140views Communications» more  CIC 2006»
15 years 8 months ago
An Efficient Update Algorithm for Supporting Mobility in Structured P2P Systems
Structured peer to peer (P2P) systems organize a large number of nodes in well-defined structures and provide efficient and scalable search functionalities. They have been used as ...
Boxuan Gu, Hu Wang, Zongming Fei
FIMI
2003
170views Data Mining» more  FIMI 2003»
15 years 8 months ago
kDCI: a Multi-Strategy Algorithm for Mining Frequent Sets
This paper presents the implementation of kDCI, an enhancement of DCI [10], a scalable algorithm for discovering frequent sets in large databases. The main contribution of kDCI re...
Salvatore Orlando, Claudio Lucchese, Paolo Palmeri...
198
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JCC
2006
69views more  JCC 2006»
15 years 7 months ago
Dramatic performance enhancements for the FASTER optimization algorithm
: FASTER is a combinatorial optimization algorithm useful for finding low-energy side-chain configurations in side-chain placement and protein design calculations. We present two s...
Benjamin D. Allen, Stephen L. Mayo