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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. state-space-models/cuthbert state-space-models/cuthbert Public

    State-space model inference with JAX

    Python 71 6

  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 7 1

  3. hanyas/psoc hanyas/psoc Public

    Python 3 2

  4. Agents4Academia-AI/benchmark-replicator Agents4Academia-AI/benchmark-replicator Public

    Turn research papers into clean, runnable benchmark implementations with scoped LLM agents.

    Python 1