====== Machine Learning: Theory ======

===== Overviews and Books =====

===== Misc Papers =====

===== Historical Theory Papers =====
See [[ml:History of ML#Theory|History of ML - Theory]]

===== Related Pages =====
    * [[ml:theory:Binary Classification]]
    * [[ml:theory:Generalization in Deep Learning]]
    * [[ml:History of ML#Theory|History of ML - Theory]] Contains early theory papers
    * [[ml:theory:Multi-Armed Bandit]]
    * [[ml:theory:Learning Curves]]
    * [[ml:theory:Regret Bounds]]
    * [[Reinforcement Learning#Theory|Reinforcement Learning]]