1162022 Learning Machines and Algorithms 3 1162022 Learning

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１．コンピュータと実世界 1/16/2022 Learning Machines and Algorithms 3

１．コンピュータと実世界 1/16/2022 Learning Machines and Algorithms 3

２．なぜ学習が必要か 1/16/2022 Learning Machines and Algorithms 7

２．なぜ学習が必要か 1/16/2022 Learning Machines and Algorithms 7

３．オリジナルな研究 1/16/2022 Learning Machines and Algorithms 14

３．オリジナルな研究 1/16/2022 Learning Machines and Algorithms 14

定理 E(n) w 学習者のパラメータ Learning Curve H(w) w の距離 J(z) = ∫H(w)z dw n

定理 E(n) w 学習者のパラメータ Learning Curve H(w) w の距離 J(z) = ∫H(w)z dw n Im(z) -λ Re(z) 1/16/2022 例を n 個、学習すると 先生と学習者の違いは E(n) = λ/ n Learning Machines and Algorithms 20

４．未来への課題 1/16/2022 Learning Machines and Algorithms 24

４．未来への課題 1/16/2022 Learning Machines and Algorithms 24

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