Machine Learning Research

1. Correlation constraints for regression models: controlling bias in brain age prediction, Frontiers in Psychiatry, M. Treder, J. Shock, D. Stein, S Du Plessis, S. Seedat, K. Tsvetanov
2. A game-theoretic analysis of networked system control for common-pool resource management using multi-agent reinforcement learning- ArXiv:2010.07777 , NeurIPS 2020
3. Structural neuroimaging biomarkers for obsessive-compulsive disorder in the ENIGMA-OCD consortium: medication matters, Transl Psychiatry 10, 342 (2020), W. Bruin et al.