viktorajstein/regularized_f_divergence_particle_flows

Discretized Wasserstein Particle Flows of a MMD-regularized f-divergence functional.

Hi there 👋

I am a second-year PhD candidate in Applied Mathematics at TU Berlin under the supervision of Prof. Gabriele Steidl.

My interests lie in optimal transport, primarily in Wasserstein gradient flows, and in kernel methods. I am currenly learning more about metric gradient flows for other geometries, e.g., SVGD and Fisher-Rao.

Here you will find the code for the following projects.

• Wasserstein Gradient Flows of Moreau Envelopes of f-Divergences in Reproducing Kernel Hilbert Spaces
• Wasserstein Gradient Flows of MMD Functionals with Distance Kernel and Cauchy Problems on Quantile Functions

Contact

stein[at]math[dot]tu-berlin[dot]de