Published, Peer-reviewed
- Overman, T., Klabjan, D., & Utke, J. IIFE: Interaction Information Based Automated Feature Engineering in 2024 IEEE International Conference on Data Mining (ICDM), Abu Dhabi, United Arab Emirates (December 2024).
- Overman, T., Blum, G., & Klabjan, D. A Primal-Dual Algorithm for Hybrid Federated Learning in Proc. 38th Annual AAAI Conference on Artificial Intelligence, Vancouver, Canada (February 2024).
- Overman, T. and Pal, S. Statistical Tools and Techniques in Modeling Survival Data. Mathematics Research for the Beginning Student, Volume 2. Springer International Publishing.
- Meyers, I., Munar, J., Neville, E., Overman, T., A Parallel-in-Time Multigrid Approach to Constrained Optimization https://www.osti.gov/servlets/purl/1782532
Pre-prints under review, in-progress
- Overman, T. and Klabjan, D., Continuous-Time Analysis of Federated Averaging, Under Review, https://arxiv.org/abs/2501.18870
- Overman, T. and Klabjan, D. Federated Automated Feature Engineering, In progress, https://arxiv.org/abs/2412.04404
