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Nonsmooth optimization-based hyperparameter-free neural networks for large-scale regression
- Karmitsa, Napsu, Taheri, Sona, Joki, Kaisa, Paasivirta, Pauliina, Defterdarovic, J., Bagirov, Adil, Mäkelä, Marko
Aggregate subgradient method for nonsmooth DC optimization
- Bagirov, Adil, Taheri, Sona, Joki, Kaisa, Karmitsa, Napsu, Mäkelä, Marko
Clusterwise support vector linear regression
- Joki, Kaisa, Bagirov, Adil, Karmitsa, Napsu, Mäkelä, Marko, Taheri, Sona
Double bundle method for finding clarke stationary points in nonsmooth dc programming
- Joki, Kaisa, Bagirov, Adil, Karmitsa, Napsu, Makela, Marko, Taheri, Sona
Nonsmooth and derivative-free optimization based hybrid methods and applications
Detecting K-complexes for sleep stage identification using nonsmooth optimization
- Moloney, David, Sukhorukova, Nadezda, Vamplew, Peter, Ugon, Julien, Li, Gang, Beliakov, Gleb, Philippe, Carole, Amiel, Hélène, Ugon, Adrien
Derivative free algorithms for nonsmooth and global optimization with application in cluster analysis
An algorithm for the estimation of a regression function by continuous piecewise linear functions
- Bagirov, Adil, Clausen, Conny, Kohler, Michael
An approximate subgradient algorithm for unconstrained nonsmooth, nonconvex optimization
- Bagirov, Adil, Ganjehlou, Asef Nazari
An inexact modified subgradient algorithm for nonconvex optimization
- Burachik, Regina, Kaya, Yalcin, Mammadov, Musa
Discrete gradient method : Derivative-free method for nonsmooth optimization
- Bagirov, Adil, Karasozen, Bulent, Sezer, Monsalve
Modified global k-means algorithm for minimum sum-of-squares clustering problems
A nonsmooth optimization approach to sensor network localization
- Bagirov, Adil, Lai, Daniel, Palaniswami, M.
An update rule and a convergence result for a penalty function method
- Burachik, Regina, Kaya, Yalcin
Implementation of novel methods of global and nonsmooth optimization : GANSO programming library
- Beliakov, Gleb, Ugon, Julien
Piecewise partially separable functions and a derivative-free algorithm for large scale nonsmooth optimization
Approximations for some classes of optimal control problems with state constraints and repetitive control systems
Max-min separability
Non-linear analogues of Lagrange functions in constrained optimization
Optimization approach for clustering datasets with weights
- Ghosh, Ranadhir, Rubinov, Alex, Zhang, Jiapu
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