学习理论(更多)

  • Geometry of Deep Learning
  • Elements of Dimensionality Reduction and Manifold Learning
  • Information Theory From Coding to Learning
    • 变分和优化
    • 度量几何视角下的信息论
  • 信息几何
  • The Principles of Deep Learning Theory
  • Reinforcement Learning and Optimal Control