Roh Donghyun

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02. Optimization in Learning

02. Optimization in Learning

Jun 14, 20261 min read

학습을 위한 최적화: 행렬·미적분 배경부터 볼록/비볼록 최적화, SGD까지.

8 items under this folder.

  • Sep 21, 2025

    02. Calculus Backgrounds

    • optimization-in-learning
  • Sep 21, 2025

    05. Constrained Optimization

    • optimization-in-learning
  • Sep 21, 2025

    03. Convex Optimization

    • optimization-in-learning
  • Sep 21, 2025

    01. Matrix Computation

    • optimization-in-learning
  • Sep 21, 2025

    08. Momentum

    • optimization-in-learning
  • Sep 21, 2025

    06. Optimization vs Learning

    • optimization-in-learning
  • Sep 21, 2025

    07. Stochastic Gradient Descent

    • optimization-in-learning
  • Sep 21, 2025

    04. Unconstrained Optimization

    • optimization-in-learning

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