Ilmo Salmenperä

According to our database, Ilmo Salmenperä authored at least 7 papers between 2022 and 2025.

Collaborative distances:

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

2025

Feature permutation for quantum machine learning.

Ilmo Salmenperä, Frans Perkkola, Jukka K. Nurminen

Quantum Mach. Intell., December, 2025

Twirlator: A Pipeline for Analyzing Subgroup Symmetry Effects in Quantum Machine Learning Ansatzes.

Valter Uotila, Väinö Mehtola, Ilmo Salmenperä, Bo Zhao

CoRR, November, 2025

Perspectives on Utilization of Measurements in Quantum Algorithms.

Valter Uotila, Ilmo Salmenperä, Leo Becker, Arianne Meijer-van de Griend, Aakash Ravindra Shinde, Jukka K. Nurminen

Proceedings of the IEEE International Conference on Quantum Software, 2025

Optimizing State Preparation for Variational Quantum Regression on NISQ Hardware.

Frans Perkkola, Ilmo Salmenperä, Arianne Meijer-van de Griend, C.-C. Joseph Wang, Ryan S. Bennink, Jukka K. Nurminen

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

2024

The Impact of Feature Embedding Placement in the Ansatz of a Quantum Kernel in QSVMs.

Ilmo Salmenperä, Ilmars Kuhtarskis, Arianne Meijer-van de Griend, Jukka K. Nurminen

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

2023

Software techniques for training restricted Boltzmann machines on size-constrained quantum annealing hardware.

Ilmo Salmenperä, Jukka K. Nurminen

Frontiers Comput. Sci., 2023

2022

The Next Bottleneck after Quantum Hardware Will be Quantum Software.

Jukka K. Nurminen, Arianne Meijer, Ilmo Salmenperä, Leo Becker

ERCIM News, 2022