Napsu Karmitsa

Napsu Karmitsa

Turun yliopisto

H-index: 19

Europe-Finland

About Napsu Karmitsa

Napsu Karmitsa, With an exceptional h-index of 19 and a recent h-index of 17 (since 2020), a distinguished researcher at Turun yliopisto, specializes in the field of Nonsmooth Optimization, Machine Learning, Data Analysis, Large-Scale Optimization, Molecular Modeling.

His recent articles reflect a diverse array of research interests and contributions to the field:

Predicting pairwise interaction affinities with ℓ0-penalized least squares–a nonsmooth bi-objective optimization based approach

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

Bundle Enrichment Method for Nonsmooth Difference of Convex Programming Problems

Robust piecewise linear L1-regression via nonsmooth DC optimization

Limited memory bundle method for clusterwise linear regression

Aggregate subgradient method for nonsmooth DC optimization

Partitional Clustering via Nonsmooth Optimization

Implementations and Data Sets

Napsu Karmitsa Information

University

Position

Docent of Applied Mathematics

Citations(all)

1582

Citations(since 2020)

916

Cited By

1074

hIndex(all)

19

hIndex(since 2020)

17

i10Index(all)

33

i10Index(since 2020)

21

Email

University Profile Page

Turun yliopisto

Google Scholar

View Google Scholar Profile

Napsu Karmitsa Skills & Research Interests

Nonsmooth Optimization

Machine Learning

Data Analysis

Large-Scale Optimization

Molecular Modeling

Top articles of Napsu Karmitsa

Title

Journal

Author(s)

Publication Date

Predicting pairwise interaction affinities with ℓ0-penalized least squares–a nonsmooth bi-objective optimization based approach

Optimization Methods and Software

Pauliina Paasivirta

Riikka Numminen

Antti Airola

Napsu Karmitsa

Tapio Pahikkala

2024/1/12

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

Algorithms

Napsu Karmitsa

Sona Taheri

Kaisa Joki

Pauliina Paasivirta

Adil M Bagirov

...

2023/9/14

Bundle Enrichment Method for Nonsmooth Difference of Convex Programming Problems

Algorithms

Manlio Gaudioso

Sona Taheri

Adil M Bagirov

Napsu Karmitsa

2023/8/21

Robust piecewise linear L1-regression via nonsmooth DC optimization

Optimization Methods and Software

Adil M Bagirov

Sona Taheri

Napsu Karmitsa

Nargiz Sultanova

Soodabeh Asadi

2022/7/4

Limited memory bundle method for clusterwise linear regression

Computational Sciences and Artificial Intelligence in Industry: New Digital Technologies for Solving Future Societal and Economical Challenges

Napsu Karmitsa

Adil M Bagirov

Sona Taheri

Kaisa Joki

2022

Aggregate subgradient method for nonsmooth DC optimization

Optimization Letters

Adil M Bagirov

Sona Taheri

Kaisa Joki

Napsu Karmitsa

Marko M Mäkelä

2021/2

Partitional Clustering via Nonsmooth Optimization

Adil M Bagirov

Napsu Karmitsa

Sona Taheri

2020

Implementations and Data Sets

Partitional Clustering via Nonsmooth Optimization: Clustering via Optimization

Adil M. Bagirov

Napsu Karmitsa

Sona Taheri

Adil M. Bagirov

Napsu Karmitsa

...

2020

Hyperparameter-free NN algorithm for large-scale regression problems

Napsu Karmitsa

Sona Taheri

Kaisa Joki

P Mäkinen

Adil Bagirov

...

2020

Theory of Nonsmooth Optimization

Partitional Clustering via Nonsmooth Optimization: Clustering via Optimization

Adil M. Bagirov

Napsu Karmitsa

Sona Taheri

Adil M. Bagirov

Napsu Karmitsa

...

2020

Nonsmooth Optimization Methods

Partitional Clustering via Nonsmooth Optimization: Clustering via Optimization

Adil M. Bagirov

Napsu Karmitsa

Sona Taheri

Adil M. Bagirov

Napsu Karmitsa

...

2020

Numerical Nonsmooth Optimization Introduction

Adil Baghirov

Manlio Gaudioso

Napsu Karmitsa

Marko Mäkelä

Sona Taheri

2020

Discrete Gradient Methods

Adil M Bagirov

Sona Taheri

Napsu Karmitsa

2020

Performance and Evaluation Measures

Partitional Clustering via Nonsmooth Optimization: Clustering via Optimization

Adil M. Bagirov

Napsu Karmitsa

Sona Taheri

Adil M. Bagirov

Napsu Karmitsa

...

2020

Numerical nonsmooth optimization

Adil M Bagirov

Manlio Gaudioso

Napsu Karmitsa

Marko M Mäkelä

Sona Taheri

2020

Nonsmooth Optimization in Honor of the 60th Birthday of Adil M. Bagirov

Napsu Karmitsa

Sona Taheri

2020/12/18

Optimization Models in Cluster Analysis

Partitional Clustering via Nonsmooth Optimization: Clustering via Optimization

Adil M. Bagirov

Napsu Karmitsa

Sona Taheri

Adil M. Bagirov

Napsu Karmitsa

...

2020

Nonsmooth Optimization Based Clustering Algorithms

Adil M Bagirov

Napsu Karmitsa

Sona Taheri

2020

Clusterwise support vector linear regression

European Journal of Operational Research

Kaisa Joki

Adil M Bagirov

Napsu Karmitsa

Marko M Mäkelä

Sona Taheri

2020/11/16

Numerical Experiments

Mathematical and Numerical Foundations of Turbulence Models and Applications

Tomás Chacón Rebollo

Roger Lewandowski

Tomás Chacón Rebollo

Roger Lewandowski

2014

See List of Professors in Napsu Karmitsa University(Turun yliopisto)

Co-Authors

H-index: 37
Adil Bagirov

Adil Bagirov

Federation University Australia

H-index: 34
Karl Tapio Westerlund

Karl Tapio Westerlund

Åbo Akademi

H-index: 33
Professor Montaz Ali

Professor Montaz Ali

University of the Witwatersrand

H-index: 28
Jose Herskovits; J. Herskovits; Jose Herskovits Norman; J. N. Herskovits; Jose Norman Herskovits, JH

Jose Herskovits; J. Herskovits; Jose Herskovits Norman; J. N. Herskovits; Jose Norman Herskovits, JH

Universidade Federal do Rio de Janeiro

H-index: 28
Marko M. Mäkelä

Marko M. Mäkelä

Turun yliopisto

H-index: 13
Sona Taheri

Sona Taheri

RMIT University

academic-engine