Kaisa Joki
Publications 
1 of 2
- Limited memory bundle DC algorithm for sparse pairwise kernel learning (2025)
- Journal of Global Optimization
(A1 Refereed original research article in a scientific journal) - Nonsmooth DC optimization support vector machines method for piecewise linear regression (2024)
- Applied and Computational Mathematics
(A1 Refereed original research article in a scientific journal) - Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression (2023)
- Algorithms
(A1 Refereed original research article in a scientific journal) - OSCAR: Optimal subset cardinality regression using the L0-pseudonorm with applications to prognostic modelling of prostate cancer (2023)
- PLoS Computational Biology
(A1 Refereed original research article in a scientific journal) - Limited Memory Bundle Method for Clusterwise Linear Regression (2022) Computational Sciences and Artificial Intelligence in Industry: New Digital Technologies for Solving Future Societal and Economical Challenges Karmitsa Napsu, Bagirov Adil M., Taheri Sona, Joki Kaisa
(A3 Refereed book chapter or chapter in a compilation book) - Aggregate subgradient method for nonsmooth DC optimization (2021)
- Optimization Letters
(A1 Refereed original research article in a scientific journal) - Bundle methods for nonsmooth DC optimization (2020) Numerical Nonsmooth Optimization: State of the Art Algorithms Kaisa Joki, Adil M. Bagirov
(A3 Refereed book chapter or chapter in a compilation book) - Clusterwise support vector linear regression (2020)
- European Journal of Operational Research
(A1 Refereed original research article in a scientific journal) - Hyperparameter-free NN algorithm for large-scale regression problems (2020) Napsu Karmitsa, Sona Taheri, Kaisa Joki, Pauliina Mäkinen, Adil M. Bagirov, Marko M. Mäkelä
(D4 Published development or research report or study ) - Multiobjective double bundle method for DC optimization (2020) Numerical Nonsmooth Optimization: State of the Art Algorithms Outi Montonen, Kaisa Joki
(A3 Refereed book chapter or chapter in a compilation book) - A New Subgradient Based Method for Nonsmooth DC Programming (2019) Adil M. Bagirov, Sona Taheri, Kaisa Joki, Napsu Karmitsa, Marko M. Mäkelä
(D4 Published development or research report or study ) - Diagonal Bundle Method with Convex and Concave Updates for Large-Scale Nonconvex and Nonsmooth Optimization (2019)
- Optimization Methods and Software
(A1 Refereed original research article in a scientific journal) - Bundle-based descent method for nonsmooth multiobjective DC optimization with inequality constraints (2018)
- Journal of Global Optimization
(A1 Refereed original research article in a scientific journal) - Bundle methods in nonsmooth DC optimization (2018) Joki Kaisa
(G5 Article dissertation ) - Double Bundle Method for finding Clarke Stationary Points in Nonsmooth DC Programming (2018)
- SIAM Journal on Optimization
(A1 Refereed original research article in a scientific journal) - A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes (2017)
- Journal of Global Optimization
(A1 Refereed original research article in a scientific journal) - Double Bundle Method for Nonsmooth DC Optimization (2017)
- TUCS Publication Series
(D4 Published development or research report or study ) - Multiobjective Double Bundle Method for Nonsmooth Constrained Multiobjective DC Optimization (2017)
- TUCS Publication Series
(D4 Published development or research report or study ) - New bundle method for clusterwise linear regression utilizing support vector machines (2017)
- TUCS Publication Series
(D4 Published development or research report or study ) - Splitting Metrics Diagonal Bundle Method for Large-Scale Nonconvex and Nonsmooth Optimization (2017) Napsu Karmitsa, Manlio Gaudioso, Kaisa Joki
(D4 Published development or research report or study )
UTU Research Portal