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» Completely Lazy Learning
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161
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ML
2000
ACM
154views Machine Learning» more  ML 2000»
15 years 3 months ago
Lazy Learning of Bayesian Rules
The naive Bayesian classifier provides a simple and effective approach to classifier learning, but its attribute independence assumption is often violated in the real world. A numb...
Zijian Zheng, Geoffrey I. Webb
ESOP
2012
Springer
13 years 11 months ago
The Call-by-Need Lambda Calculus, Revisited
The existing call-by-need λ calculi describe lazy evaluation via equational logics. A programmer can use these logics to safely ascertain whether one term is behaviorally equivale...
Stephen Chang, Matthias Felleisen
CAV
2007
Springer
164views Hardware» more  CAV 2007»
15 years 7 months ago
SAT-Based Compositional Verification Using Lazy Learning
Abstract. A recent approach to automated assume-guarantee reasoning (AGR) for concurrent systems relies on computing environment assumptions for components using the L algorithm fo...
Nishant Sinha, Edmund M. Clarke
116
Voted
FLAIRS
1998
15 years 4 months ago
Lazy Transformation-Based Learning
Weintroduce a significant improvementfor a relatively newmachine learning methodcalled Transformation-Based Learning. By applying a MonteCarlo strategy to randomly sample from the...
Ken Samuel
72
Voted
ICPR
2008
IEEE
15 years 10 months ago
Bagging very weak learners with lazy local learning
Xingquan Zhu, Chengyi Bao, Weidong Qiu