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Sahel13/README.md

Hi there!

I’m a postdoctoral researcher at the Department of Statistics at the University of Oxford. My research develops methods for reliable decision-making and inference in machine learning systems, especially in settings where models must reason under uncertainty and make effective use of computation. I work across reinforcement learning, Bayesian inference, experimental design, and Monte Carlo methods.

Where can I find you?

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  1. InsideOutNPF.jl InsideOutNPF.jl Public

    Implements Inside-Out NPF, a nested sequential Monte Carlo algorithm developed for sequential Bayesian experimental design.

    Julia

  2. InsideOutSMC.jl InsideOutSMC.jl Public

    Implements Inside-Out SMC^2, a nested sequential Monte Carlo algorithm developed for Bayesian experimental design in dynamical systems.

    Julia 6 1

  3. hanyas/psoc hanyas/psoc Public

    Python 3 2

  4. hanyas/parallel-pde hanyas/parallel-pde Public

    Parallel-in-Time Probabilistic Solutions for PDEs

    Jupyter Notebook