Napsu Karmitsa

Personal

• Napsu Karmitsa (maiden name Haarala)
• Docent, PhD
• CV
• Publications
• E-mail:

Research Interests

• Nonsmooth optimization (not necessarily differentiable optimization)
• Large-scale optimization
• Nonconvex optimization
• Optimization problems in molecular modeling
• Machine learning and data analysis
• High performance computing

Current Projects

• PRIVIDEMA Privacy-preserving identity management for digital wallet and secure data sharing and processing for cyber threat intelligence data
• Clustering methods using nonsmooth optimization
• Pairwise kernel learning, including sparse pairwise kernel learning and scaleable pairwise kernel learning
• Numerical methods for complex nonsmooth optimization
• Decision tree for nonsmooth optimization software
• Neural networks and deep learning

My Books