國立清華大學開放式課程OpenCourseWare(NTHU, OCW) - 第11講 Neural Networks: Optimization & Regularization

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國立清華大學開放式課程

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03-5715131#35401 mengfen@mx.nthu.edu.tw 吳小姐

國立清華大學開放式課程

Title

第11講 Neural Networks: Optimization & Regularization

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Syllabus

章節大綱

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NN Training

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Momentum

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Adaptive SGD

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Batch Normalization

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Curriculum Learning

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Regularization

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Weight Decay

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Data Augmentation

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Dropout

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Manifold Regularization & Domain Specific Models

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