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ATAL
2008
Springer
15 years 6 months ago
Multi-robot Markov random fields
We propose Markov random fields (MRFs) as a probabilistic mathematical model for unifying approaches to multi-robot coordination or, more specifically, distributed action selectio...
Jesse Butterfield, Odest Chadwicke Jenkins, Brian ...
JCO
1998
136views more  JCO 1998»
15 years 4 months ago
A Greedy Randomized Adaptive Search Procedure for the Feedback Vertex Set Problem
Abstract. A Greedy Randomized Adaptive Search Procedure (GRASP) is a randomized heuristic that has produced high quality solutions for a wide range of combinatorial optimization pr...
Panos M. Pardalos, Tianbing Qian, Mauricio G. C. R...
SPIN
2010
Springer
15 years 2 months ago
Experimental Comparison of Concolic and Random Testing for Java Card Applets
Concolic testing is a method for test input generation where a given program is executed both concretely and symbolically at the same time. This paper introduces the LIME Concolic ...
Kari Kähkönen, Roland Kindermann, Keijo ...
146
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ICCPOL
2009
Springer
15 years 2 months ago
A Simple and Efficient Model Pruning Method for Conditional Random Fields
Conditional random fields (CRFs) have been quite successful in various machine learning tasks. However, as larger and larger data become acceptable for the current computational ma...
Hai Zhao, Chunyu Kit
CVPR
2011
IEEE
15 years 21 days ago
Combining Randomization and Discrimination for Fine-Grained Image Categorization
In this paper, we study the problem of fine-grained image categorization. The goal of our method is to explore fine image statistics and identify the discriminative image patche...
Bangpeng Yao, Aditya Khosla, Li Fei-Fei