Research output per year
Research output per year
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Dive into the research topics where Cristian Galvis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Provable Quantum Algorithm Advantage for Gaussian Process Quadrature
Galvis-Florez, C. A., Farooq, A. & Särkkä, S., Feb 2025, In: Transactions on Machine Learning Research. 2025-February, p. 1-21 21 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access1 Citation (Scopus) -
Quantum-Assisted Gaussian Process Regression Using Random Fourier Features
Galvis-Florez, C. A., Farooq, A. & Sarkka, S., 2025, Proceedings - 2025 IEEE International Conference on Quantum Software, QSW 2025. Chang, R. N., Chang, C. K., Yang, J., Atukorala, N., Chen, D., Helal, S., Tarkoma, S., He, Q., Kosar, T., Ardagna, C., Feld, S., di Nitto, E. & Wimmer, M. (eds.). IEEE, p. 22-27 6 p. (Proceedings - 2025 IEEE International Conference on Quantum Software, QSW 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open Access -
Quantum-assisted Hilbert-space Gaussian process regression
Farooq, A., Galvis-Florez, C. A. & Särkkä, S., 7 May 2024, In: Physical Review A. 109, 5, 052410.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile3 Citations (Scopus)43 Downloads (Pure) -
Single Qubit State Estimation on NISQ Devices with Limited Resources and SIC-POVMs
Galvis-Florez, C. A., Reitzner, D. & Särkkä, S., 30 Nov 2023, Proceedings - 2023 IEEE International Conference on Quantum Computing and Engineering, QCE 2023. Muller, H., Alexev, Y., Delgado, A. & Byrd, G. (eds.). IEEE, Vol. 01. p. 111-119 9 p. 10313897Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile2 Citations (Scopus)231 Downloads (Pure)
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MR-histo: AI-resolved virtual histology with magnetic resonance fingerprinting
Särkkä, S. (Principal investigator), Galvis, C. (Project Member), Gorad, A. (Project Member), Razavi, H. (Project Member), Farooq, A. (Project Member) & Bano, W. (Project Member)
01/09/2023 → 31/08/2027
Project: RCF Academy Project
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QuantLearn: Optisesti linkitetty monipuolinen laskentaekosysteemi kvanttikoneoppimista varten
Särkkä, S. (Principal investigator), Kumar, K. (Project Member), Iqbal, S. (Project Member), Ma, X. (Project Member), Corenflos, A. (Project Member), Merkatas, C. (Project Member), Galvis, C. (Project Member), Farooq, A. (Project Member) & Hassan, S. S. (Project Member)
01/01/2022 → 31/12/2024
Project: RCF Academy Project targeted call