Submitted Manuscripts

"The secret to creativity is knowing how to hide your sources."

- Albert Einstein

Submitted

J. Lampainen, K. Joki, N. Karmitsa, and M.M. Mäkelä, "Inexact Limited Memory Bundle Method", 2026.

T. Pahikkala, R. Numminen, P. Movahedi, N. Karmitsa, A. Airola, "Interaction Concordance Index: Performance Evaluation for Interaction Prediction Methods", 2025.
N. Karmitsa, A. Airola, T. Pahikkala, and T. Pitkämäki, "A Comprehensive Guide to Differential Privacy: From Theory to User Expectations", 2025.

In Preparation

A. Bagirov, S. Taheri, N. Karmitsa, N. Sultanova, "Optimization-driven Clusterwise Linear Regression: theory, methods and applications ", 2026.

See Also