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XanderJC/README.md

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Hi! I'm Alex, a Machine Learning PhD student at Cambridge interested in safe and robust AI systems.

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  1. scalable-birl scalable-birl Public

    Scalable Bayesian Inverse Reinforcement Learning (ICLR 2021) by Alex J. Chan and Mihaela van der Schaar.

    Python 40 11

  2. transductive-dropout transductive-dropout Public

    Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift (ICML 2020) by Alex J. Chan, Ahmed M. Alaa, Zhaozhi Qian, and Mihaela van der Schaar.

    Jupyter Notebook 8 1

  3. medkit-learn medkit-learn Public

    The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation (NeurIPS 2021) by Alex J. Chan, Ioana Bica, Alihan Huyuk, Daniel Jarrett, and Mihaela van der Schaar.

    Python 25 1

  4. MCMC-Project MCMC-Project Public

    Code for my project comparing theoretical bounds with practical convergence diagnostics in MCMC.

    Jupyter Notebook

  5. XanderJC.github.io XanderJC.github.io Public

    Personal website

    HTML 1

  6. attention-based-credit attention-based-credit Public

    Code for the paper: Dense Reward for Free in Reinforcement Learning from Human Feedback (ICML 2024) by Alex J. Chan, Hao Sun, Samuel Holt, and Mihaela van der Schaar

    Python 9