Martin Ryner

I'm a researcher in optimization theory with the application to find optimal ways to generalize data and how to compare different topologies. I'm currently active in the project Smart Predictive Maintenance for the Pharmaceutical Industry (SMART).

https://www.digitalfutures.kth.se/project/smart-smart-predictive-maintenance-for-the-pharmaceutical-industry/

Publications

Ryner, Martin, and Johan Karlsson. "Orthogonalization of data via Gromov-Wasserstein type feedback for clustering and visualization." arXiv preprint arXiv:2207.12279 (2022). Contact me for Matlab code

Ryner, Martin, Jan Kronqvist, and Johan Karlsson. "Globally solving the Gromov-Wasserstein problem for point clouds in low dimensional Euclidean spaces." NeurIPS2023.

M Ryner, J Kronqvist, J Karlsson. "A cutting plane algorithm for globally solving low-dimensional k-means problems". Optimization Letters, 2025 - Springer [PDF] springer.com