FF's Roam Notes

Tag: ml

24 items with this tag.

  • Jun 06, 2025

    Linear Classification

    • ml
  • Jun 05, 2025

    Bayesian neural network

    • ml
  • Jun 05, 2025

    Dual Gradient Descent

    • ml
  • Jun 05, 2025

    Kullback-Leibler Divergence Explained

    • ml
  • Jun 05, 2025

    多类支持向量机损失(SVM)

    • ml
  • Jun 05, 2025

    Softmax

    • ml
  • Jun 05, 2025

    Hinge Loss

    • ml
  • Jun 05, 2025

    Regularization

    • ml
  • Jun 05, 2025

    Supervised Learning

    • ml
  • Jun 05, 2025

    Linear Regression

    • ml
  • Jun 05, 2025

    Logistic Regression

    • ml
  • Jun 05, 2025

    Generalized Linear Models

    • ml
  • Jun 05, 2025

    LMS(Least Mean Squares)

    • ml
  • Jun 05, 2025

    Non-parametric algorithm

    • ml
  • Jun 05, 2025

    Parametric algorithm

    • ml
  • Jun 05, 2025

    Discriminative learning algos

    • ml
  • Jun 05, 2025

    Generative learning algorithm

    • ml
  • Jun 05, 2025

    Gaussian discriminant analysis

    • ml
  • Jun 05, 2025

    Navie Bayes

    • ml
  • Jun 05, 2025

    Kernel Methods

    • ml
  • Jun 05, 2025

    Towards Byzantine-resilient Learning in Decentralized Systems

    • decentralized
    • ml
    • byzantine-resilient
  • Jun 05, 2025

    Weight Initialization

    • ml
  • Jun 05, 2025

    Dropout

    • ml
  • Jun 05, 2025

    Sample Space

    • ml

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