Search Results - "kernel function approximation"

Quantum-Assisted Gaussian Process Regression Using Random Fourier Features

Authors: Galvis-Florez, Cristian A. Farooq, Ahmad Särkkä, Simo

Source: 2025 IEEE International Conference on Quantum Software (QSW). :22-27

Subject Terms: quantum principal component analysis, Quantum-assisted algorithm, Machine Learning, FOS: Computer and information sciences, Quantum Physics, random Fourier features, kernel function approximation, Computation, FOS: Physical sciences, Machine Learning (stat.ML), Quantum Physics (quant-ph), Gaussian process regression, Computation (stat.CO)

Access URL: http://arxiv.org/abs/2507.22629
https://cris.vtt.fi/en/publications/9b2782a5-2ddc-451a-bb4d-760ba039b310
https://doi.org/10.1109/QSW67625.2025.00012

Gene Expression Data Classification by VVRKFA

Authors: Anirban Mukherjee P.K. Dutta Santanu Ghorai

Source: Procedia Technology. 4:330-335

Subject Terms: 0301 basic medicine, 03 medical and health sciences, feature selection, kernel function approximation, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, microarray data, cancer classification

Access URL: https://www.sciencedirect.com/science/article/pii/S2212017312003295
http://www.sciencedirect.com/science/article/pii/S2212017312003295
http://www.facweb.iitkgp.ernet.in/~manirban/journalPub/SG_AM_C3IT_2012.pdf
https://core.ac.uk/display/81123861