Code

I maintain several repositories with my research code. For more details about the individual projects, please go to the github pages linked below. If you are interested in code that is currently not on github, please send me an email and I will make the code available.

Structured sparsity

The algorithmic core in structured sparsity is often the projection onto a structured sparse set. The following github repositories contain code for various projection operators:

Nearest neighbor

FALCONN is a mature implementation of LSH for cosine similarity. FALCONN is one of the most popular nearest neighbor libraries on github.

Distribution learning

The following repository contains code for differentially private distribution learning: github.