Learning Theory

Invitation to Learning Theory

Learning System
Computer knows nothing about the real world.
Learning is the necessary process.

Basic Concepts
Error in training = Training error
Error in testing = Generalization error
Learning curve shows the generalization errors.

Learning Theory

What is there between learning and mathematics ?

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