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» Entropy estimation using the principle of maximum entropy
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98
Voted
ICRA
2005
IEEE
111views Robotics» more  ICRA 2005»
15 years 3 months ago
Single-Query Entropy-Guided Path Planning
Motion planning for robots with many degrees of freedom requires the exploration of an exponentially large configuration space. Single-query motion planners restrict exploration ...
Brendan Burns, Oliver Brock
89
Voted
FPL
2006
Springer
119views Hardware» more  FPL 2006»
15 years 1 months ago
The Entropy of FPGA Reconfiguration
In line with Shannon's ideas, we define the entropy of FPGA reconfiguration to be the amount of information needed to configure a given circuit onto a given device. We propos...
Usama Malik, Oliver Diessel
ICPR
2010
IEEE
14 years 12 months ago
Entropy Estimation and Multi-Dimensional Scale Saliency
In this paper we survey two multi-dimensional Scale Saliency approaches based on graphs and the k-d partition algorithm. In the latter case we introduce a new divergence metric an...
Pablo Suau, Francisco Escolano
80
Voted
COLT
2000
Springer
15 years 1 months ago
Entropy Numbers of Linear Function Classes
This paper collects together a miscellany of results originally motivated by the analysis of the generalization performance of the “maximum-margin” algorithm due to Vapnik and...
Robert C. Williamson, Alex J. Smola, Bernhard Sch&...
86
Voted
ACL
2008
14 years 11 months ago
Word Clustering and Word Selection Based Feature Reduction for MaxEnt Based Hindi NER
Statistical machine learning methods are employed to train a Named Entity Recognizer from annotated data. Methods like Maximum Entropy and Conditional Random Fields make use of fe...
Sujan Kumar Saha, Pabitra Mitra, Sudeshna Sarkar