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.
Postdoc at Oxford Stats
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University of Oxford
- Oxford, United Kingdom
- https://sahel13.github.io
- @sahel_iqbal
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InsideOutNPF.jl
InsideOutNPF.jl PublicImplements Inside-Out NPF, a nested sequential Monte Carlo algorithm developed for sequential Bayesian experimental design.
Julia
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InsideOutSMC.jl
InsideOutSMC.jl PublicImplements Inside-Out SMC^2, a nested sequential Monte Carlo algorithm developed for Bayesian experimental design in dynamical systems.
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hanyas/parallel-pde
hanyas/parallel-pde PublicParallel-in-Time Probabilistic Solutions for PDEs
Jupyter Notebook
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