Submitted Manuscripts
"The secret to creativity is knowing how to hide your sources."
- Albert Einstein
Submitted
- A. Bagirov, N. Karmitsa, S. Taheri, "Partional Clustering via Nonsooth Optimization", second edition, 2024.
- N. Karmitsa, V.P. Eronen, M.M. Mäkelä, P. Pahikkala, A. Airola, "Stochastic limited memory bundle algorithm for clustering in big data", 2024.
- N. Karmitsa, K. Joki, A. Airola, P. Pahikkala "Limited memory bundle DC algorithm for sparse pairwise kernel learning", 2023.
In Preparation
- A. Bagirov, S. Taheri, N. Karmitsa, N. Sultanova, "Optimization-driven Clusterwise Linear Regression: theory, methods and applications ", 2024.
