Kaisa Joki

According to our database, Kaisa Joki authored at least 8 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

OSCAR: Optimal subset cardinality regression using the L0-pseudonorm with applications to prognostic modelling of prostate cancer.

Anni S. Halkola, Kaisa Joki, Tuomas Mirtti, Marko M. Mäkelä, Tero Aittokallio, Teemu D. Laajala

PLoS Comput. Biol., March, 2023

Nonsmooth Optimization-Based Hyperparameter-Free Neural Networks for Large-Scale Regression.

Napsu Karmitsa, Sona Taheri, Kaisa Joki, Pauliina Paasivirta, Adil M. Bagirov, Marko M. Mäkelä

Algorithms, 2023

2021

Aggregate subgradient method for nonsmooth DC optimization.

Adil M. Bagirov, Sona Taheri, Kaisa Joki, Napsu Karmitsa, Marko M. Mäkelä

Optim. Lett., 2021

2020

Clusterwise support vector linear regression.

Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri

Eur. J. Oper. Res., 2020

2019

Diagonal bundle method with convex and concave updates for large-scale nonconvex and nonsmooth optimization.

Napsu Karmitsa, Manlio Gaudioso, Kaisa Joki

Optim. Methods Softw., 2019

2018

Double Bundle Method for finding Clarke Stationary Points in Nonsmooth DC Programming.

Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Sona Taheri

SIAM J. Optim., 2018

Bundle-based descent method for nonsmooth multiobjective DC optimization with inequality constraints.

Outi Montonen, Kaisa Joki

J. Glob. Optim., 2018

2017

A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes.

Kaisa Joki, Adil M. Bagirov, Napsu Karmitsa, Marko M. Mäkelä

J. Glob. Optim., 2017