15 citations · 15 across the 2 of their papers we have counts for
2 papers
quant-ph2025
A Hybrid Quantum Solver for Gaussian Process Regression
Kerem Bükrü, Steffen Leger, M. Lautaro Hickmann +3
Gaussian processes are widely known for their ability to provide probabilistic predictions in supervised machine learning models. Their non-parametric nature and flexibility make t…
math.OC2022★ 15 cited
Exploration-oriented sampling strategies for global surrogate modeling: A comparison between one-stage and adaptive methods
Pietro Lualdi, Ralf Sturm, Tjark Siefkes
Studying complex phenomena in detail by performing real experiments is often an unfeasible task. Virtual experiments using simulations are usually used to support the development p…