2 papers
stat.ML2026
Regular Fourier Features for Nonstationary Gaussian Processes
Arsalan Jawaid, Abdullah Karatas, Jörg Seewig
Simulating a Gaussian process requires sampling from a high-dimensional Gaussian distribution, which scales cubically with the number of sample locations. Spectral methods address…
stat.ME2025
Surface data imputation with stochastic processes
Arsalan Jawaid, Samuel Schmidt, Marvin Lotz +1
Spurious measurements frequently occur in surface data from technical components. Excluding or ignoring these spurious points may lead to incorrect surface characterization if thes…