High dimensional Expansion

  • Measure of curvature near minima (with expansion)
  • Measure of saddle-pointidness (dimensionality reduction to 3D)
  • From a given point compute gradients in the neighbourhood up to a given radius

Online compression

  • Program that goes online and compresses images / pictures, to llighten the load

Wavelet compression online demo [todo]

Numerical solvers with autodiff

–> Already exists:

  • https://github.com/kailaix/ADCME.jl
  • https://github.com/tum-pbs/PhiFlow

HK: Fear becomes the ultimate tool for this governement (V for Vendetta)