The London Geometry and Machine Learning Summer School 2021 will be held 12-16 July 2021 online. During the week, early career researchers such as Ph.D. students will work in small groups under the guidance of experienced mentors on a research project in the intersection of geometry and machine learning. The week will also feature presentations delivered by prominent figures in the field as well as a company and networking night.
TOPICS OF INTEREST
The event covers a broad range of topics where machine learning and geometry are combined, a non-exhaustive list includes:
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3D Computer Vision and Computer Graphics
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Graph Neural Networks (e.g. in bioinformatics, recommender systems…)
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Optimal Transport and its applications
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Topological data analysis
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Representation learning and geometry (e.g. hyperbolic embeddings, hyperbolic neural networks, mixed-curvature representations)
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Riemannian MCMC
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Invariant and equivariant representations
And more. Please consult our current list of speakers and mentors for more information.
SPONSORS
