Kaisa Joki

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 8

Top Topics

Subgradient Method

Top Venues

J. Glob. Optim.

PLoS Comput. Biol.

Publications

Anni S. Halkola, Kaisa Joki, Tuomas Mirtti, Marko M. Mäkelä, Tero Aittokallio, Teemu D. Laajala
OSCAR: Optimal subset cardinality regression using the L0-pseudonorm with applications to prognostic modelling of prostate cancer. PLoS Comput. Biol. 19 (3) (2023)
Napsu Karmitsa, Sona Taheri, Kaisa Joki, Pauliina Paasivirta, Adil M. Bagirov, Marko M. Mäkelä
Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression. Algorithms 16 (9) (2023)
Adil M. Bagirov, Sona Taheri, Kaisa Joki, Napsu Karmitsa, Marko M. Mäkelä
Aggregate subgradient method for nonsmooth DC optimization. Optim. Lett. 15 (1) (2021)
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri
Clusterwise support vector linear regression. Eur. J. Oper. Res. 287 (1) (2020)
Napsu Karmitsa, Manlio Gaudioso, Kaisa Joki
Diagonal bundle method with convex and concave updates for large-scale nonconvex and nonsmooth optimization. Optim. Methods Softw. 34 (2) (2019)
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri
Double Bundle Method for finding Clarke Stationary Points in Nonsmooth DC Programming. SIAM J. Optim. 28 (2) (2018)
Outi Montonen, Kaisa Joki
Bundle-based descent method for nonsmooth multiobjective DC optimization with inequality constraints. J. Glob. Optim. 72 (3) (2018)
Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä
A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes. J. Glob. Optim. 68 (3) (2017)