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EMNLP
2009
13 years 2 months ago
Cube Pruning as Heuristic Search
Mark Hopkins, Greg Langmead
ACL
2012
11 years 7 months ago
Heuristic Cube Pruning in Linear Time
We propose a novel heuristic algorithm for Cube Pruning running in linear time in the beam size. Empirically, we show a gain in running time of a standard machine translation syst...
Andrea Gesmundo, Giorgio Satta, James Henderson
ATVA
2007
Springer
118views Hardware» more  ATVA 2007»
13 years 11 months ago
Pruning State Spaces with Extended Beam Search
This paper focuses on using beam search, a heuristic search algorithm, for pruning state spaces while generating. The original beam search is adapted to the state space generation ...
Muhammad Torabi Dashti, Anton Wijs
ICML
2002
IEEE
14 years 5 months ago
Pruning Improves Heuristic Search for Cost-Sensitive Learning
This paper addresses cost-sensitive classification in the setting where there are costs for measuring each attribute as well as costs for misclassification errors. We show how to ...
Valentina Bayer Zubek, Thomas G. Dietterich
ATAL
2009
Springer
13 years 11 months ago
Point-based incremental pruning heuristic for solving finite-horizon DEC-POMDPs
Recent scaling up of decentralized partially observable Markov decision process (DEC-POMDP) solvers towards realistic applications is mainly due to approximate methods. Of this fa...
Jilles Steeve Dibangoye, Abdel-Illah Mouaddib, Bra...