Doctoral Researcher in Machine-Learning, Statistics and Data-Centric Engineering

Overview

The Department of Computer Science at the University of Helsinki invites applications for a full-time Doctoral Researcher position starting from September 2026 or as agreed. The researcher will work on a project focused on advances in generalized Bayesian inference using differential-geometric methods, supervised by Marcelo Hartmann and Luu Hoang Phuc Hau. The project involves developing computational algorithms grounded in information geometry and Riemannian geometry to improve Bayesian inference and machine learning methods, with applications in scientific research and societal challenges.

Responsibilities

• Conduct doctoral studies to complete a PhD thesis within four years
• Develop computational algorithms for Bayesian inference and machine learning grounded in information and Riemannian geometry
• Engage in potential teaching duties up to 5%

Qualifications

• Master’s degree in Statistics, Mathemati...