Simons- Program: Neural networks and the Data Science Revolution: from theoretical physics to neuroscience, and back

  1. Title:
    Towards a theory of encode/decoder architectures

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    Sampling using Langevin diffusions beyond the worst-case

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    Tutorial on modeling and simulating neural population dynamics

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  5. Title:
    Deep learning and operator-valued free probability: training and generalization dynamics in high dimensions. Part II

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  6. Title:
    Deep learning and operator-valued free probability: training and generalization dynamics in high dimensions. Part I

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