• Reading List

    A collection of interesting papers for theories in machine learning.

    Latent Variable Models

    Variational Methods

                                                                                                                                               

    Reinforcement Learning

    Policy Gradients

                                                                                                                                               

    Actor Critic


                                                                                                                                               

    Q-Learning


                                                                                                                                               

    Probabilistic Graphical Models

    Energy Models

                                                                                                                                               

    Markov Models


                                                                                                                                               

    Program Synthesis

    Books (longer ones)

    Sequential Models