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List of works by Napsu Karmitsa

A continuation approach to mode-finding of multivariate Gaussian mixtures and kernel density estimates

scientific article

A generative model and a generalized trust region Newton method for noise reduction

scientific article

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

scientific article

Adaptive limited memory bundle method for bound constrained large-scale nonsmooth optimization

scientific article

Aggregate subgradient method for nonsmooth DC optimization

scientific article

Clustering in large data sets with the limited memory bundle method

scientific article

Clusterwise support vector linear regression

scientific article

Comparing different nonsmooth minimization methods and software

scientific article

Diagonal Bundle Method for Nonsmooth Sparse Optimization

scientific article

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

scientific article

Diagonal discrete gradient bundle method for derivative free nonsmooth optimization

scientific article

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

scientific article

Globally Convergent Cutting Plane Method for Nonconvex Nonsmooth Minimization

scientific article

Globally convergent limited memory bundle method for large-scale nonsmooth optimization

Impact of non-smooth observation operators on variational and sequential data assimilation for a limited-area shallow-water equation model

scientific article

Introduction to Nonsmooth Optimization

scientific article

Limited memory bundle method for large bound constrained nonsmooth optimization: convergence analysis

scientific article

Limited memory discrete gradient bundle method for nonsmooth derivative-free optimization

scientific article

Method for solving generalized convex nonsmooth mixed-integer nonlinear programming problems

scientific article

Missing Value Imputation via Clusterwise Linear Regression

scientific article

Multiple subgradient descent bundle method for convex nonsmooth multiobjective optimization

scientific article

New diagonal bundle method for clustering problems in large data sets

scientific article

Partitional Clustering via Nonsmooth Optimization

scientific article

Robust piecewise linear L1-regression via nonsmooth DC optimization

scientific article

Special Issue “Nonsmooth Optimization in Honor of the 60th Birthday of Adil M. Bagirov”: Foreword by Guest Editors

scientific article published in 2020

Subgradient Method for Nonconvex Nonsmooth Optimization

scientific article

Testing Different Nonsmooth Formulations of the Lennard–Jones Potential in Atomic Clustering Problems

scientific article

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