Verner Vlačić MMath Cantab.

Note: Verner Vlačić is no longer with our group.

Publications

• Journal Papers and Manuscripts
  • The extended Smale's 9th problem - on computational barriers and paradoxes in estimation, regularisation, computer-assisted proofs, and learning
    A. Bastounis, A. C. Hansen, and V. Vlačić, in preparation.
  • Beurling-type density criteria for system identification
    C. Aubel, H. Bölcskei, and V. Vlačić, Journal of Fourier Analysis and Applications, Volume 29, Article No. 45, July 2023.
  • Neural network identifiability for a family of sigmoidal nonlinearities
    V. Vlačić and H. Bölcskei, Constructive Approximation, May 2021, (invited paper).
  • Affine symmetries and neural network identifiability
    V. Vlačić and H. Bölcskei, Advances in Mathematics, Vol. 376, Article 107485, pp. 1-72, Jan. 2021.

Supervised Theses

• Diploma Theses
  • Studer, Martin, "A Dynamical Systems Perspective on Deep Neural Networks," Spring semester 2020
    Supervisor(s): Verner Vlačić
  • Haymann, Ines, "Complex Analysis and Interpolation for Neural Network Reconstruction," Fall semester 2019
    Supervisor(s): Verner Vlačić
  • Allard, Thomas, "Theoretical Guarantees for Stochastic Gradient Descent," Spring semester 2019
    Supervisor(s): Verner Vlačić

• Student Projects
  • Shen, Cheng, "Minima of Optimization Landscapes for Overparametrized Deep Learning Models," Fall semester 2019
    Supervisor(s): Verner Vlačić
  • Allard, Thomas, "Reconstructing a Neural Network from its Output," Fall semester 2018
    Supervisor(s): Verner Vlačić