Areas of expertise
113 Computer and information sciences, 114 Physical sciences
Research groups
- Sensor Informatics and Medical Technology, Doctoral Researcher
Publications
Provable Quantum Algorithm Advantage for Gaussian Process Quadrature
Cristian A. Galvis-Florez, Ahmad Farooq, Simo Särkkä
2025
Transactions on Machine Learning Research
Quantum-Assisted Gaussian Process Regression Using Random Fourier Features
Cristian A. Galvis-Florez, Ahmad Farooq, Simo Sarkka
2025
Proceedings - 2025 IEEE International Conference on Quantum Software, QSW 2025
Quantum-assisted Hilbert-space Gaussian process regression
Ahmad Farooq, Cristian A. Galvis-Florez, Simo Särkkä
2024
Physical Review A
Single Qubit State Estimation on NISQ Devices with Limited Resources and SIC-POVMs
Cristian A. Galvis-Florez, Daniel Reitzner, Simo Särkkä
2023
Proceedings - 2023 IEEE International Conference on Quantum Computing and Engineering, QCE 2023