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» Hedging predictions in machine learning
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COLT
2010
Springer
14 years 8 months ago
Theoretical Justification of Popular Link Prediction Heuristics
Purnamrita Sarkar, Deepayan Chakrabarti, Andrew W....
CORR
2012
Springer
210views Education» more  CORR 2012»
13 years 5 months ago
MAV Stabilization using Machine Learning and Onboard Sensors
In many situations, Miniature Aerial Vehicles (MAVs) are limited to using only on-board sensors for navigation. This limits the data available to algorithms used for stabilization...
Jason Yosinski, Cooper Bills
JSS
2008
317views more  JSS 2008»
14 years 10 months ago
Predicting defect-prone software modules using support vector machines
Effective prediction of defectprone software modules can enable software developers to focus quality assurance activities and allocate effort and resources more efficiently. Supp...
Karim O. Elish, Mahmoud O. Elish
ICML
2006
IEEE
15 years 11 months ago
Learning predictive state representations using non-blind policies
Michael H. Bowling, Peter McCracken, Michael James...