I'm Sasha Kolpakov. I have a background in mathematics, ranging from combinatorics, to Riemannian geometry, to data science and machine learning. In my free time, I enjoy my family, good food, and occasionally some good weather π.
- DiRe: a JAX-based dimension reduction algorithm for big data
- GraphEm: a graph embedding for efficient centrality measures approximation
- Einit :: Χ’ΧΧ ΧΧͺ :: Fast and Robust ICP initialization
applications of embeddings, metrics, and Riemannian geometry in general (and other maths) to data analysis and computer vision
machine learning for computer vision, medical imaging, and all kinds of projects with potential real life impact
- Email: click me