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Kyunghyun Cho

Lecture Notes

  • Wanmo Kang & Kyunghyun Cho. <Linear Algebra for Data Science>. 2024.
    • This is a full textbook on linear algebra: see <Linear Algebra for Data Science> for more info.
  • Kyunghyun Cho. <A Brief Introduction to Causal Inference in Machine Learning>. 2024.
  • Kyunghyun Cho. <Brief Introduction to Machine Learning without Deep Learning>. 2017.
  • Kyunghyun Cho. <Natural Language Understanding with Distributed Representation>. 2015.

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Recent Posts

  • Glen de Vries Professor of Health Statistics
  • Softmax forever, or why I like softmax
  • Bye, Felix
  • Amortized Mixture of Gaussians (AMoG): A Proof of Concept for “Learning to X”, or how I re-discovered simulation-based inference
  • Stochastic variational inference for low-rank stochastic block models, or how i re-discovered SBM unnecessarily

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