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James Thornton
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About
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James Thornton
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James Thornton - James Thornton James Thornton Papers Blog Posts James Follow UK Email LinkedIn Github Google Scholar James Thornton About I joined Apple as a research scientist within the Machine Learning Research (MLR) group. Prior to Apple, I did my PhD (DPhil) in the Computational Statistics and Machine Learning (CSML) research group within the Department of Statistics at the University of Oxford, supervised by George Deligiannidis and Arnaud Doucet . My PhD thesis is available here . Research Interests I am interested in developing methodology at the intersection of: sampling methods, optimal transport and deep learning. I am particularly focused on dynamically evolving probability measures through filtering and diffusion models. Notable work includes connecting diffusion models to optimal transport through the Diffusion Schrodinger Bridge , which was one of the first image-to-image diffusion models, its extension to the Riemannian settin...
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