Browsing Bilgisayar Mühendisliği by Subject "Computational learning theory."

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Development of sensorimotor organization guided by learning progress and predictability

Buğur, Serkan. (Thesis (M.S.) - Bogazici University. Institute for Graduate Studies in Science and Engineering, 2019., 2019.)

This thesis proposes an effective action parameter exploration mechanism that enables e cient discovery of robot actions through interacting with objects in a simulated table-top environment. For this, the robot organizes ...
Tuning model complexity using cross-validation for supervised learning

Yıldız, Olcay Taner. (Thesis (Ph.D.)-Bogazici University. Institute for Graduate Studies in Science and Engineering, 2005., 2005.)

In this thesis, we review the use of cross-validation for model selection and propose the MultiTest method which solves the problem of choosing the best of multiple candidate supervised models. The MultiTest algorithm ...

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