Events Calendar

November 2025
Monday Tuesday Wednesday Thursday Friday Saturday Sunday
  • PACM Colloquium

    Tensor decompositions for multi-context data analysis

    Abstract:

  • Graduate Student Seminars

    Noise Estimation on Arbitrary Domains

    Estimating the power spectra of a stochastic process is important for several data processing tasks, such image denoising/whitening.

  • PACM Colloquium

    Discrete curvature in geometric data analysis

    Abstract: Classical manifold learning relies on estimation of the tangent bundle of a manifold from a finite sample, i.e., the first derivative.

  • Graduate Student Seminars

    TBA

    TBA

  • PACM Colloquium

    Mathematical and Computational Understanding of Neural Networks: From Representation to Learning and From Shallow to Deep Abstract.

    In this talk, I will present some understanding of a few basic mathematical and computational questions for neural networks, as a particular form of nonlinear representation, and show how the network structure, activation function, and parameter initialization c