1 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 1 cited
Dictionary-Learning-Based Data Pruning for System Identification
Tingna Wang, Sikai Zhang, Mingming Song +1
System identification is normally involved in augmenting time series data by time shifting and nonlinearisation (e.g., polynomial basis), both of which introduce redundancy in feat…
cs.LG2023★ 1 cited
A spectrum of physics-informed Gaussian processes for regression in engineering
Elizabeth J Cross, Timothy J Rogers, Daniel J Pitchforth +2
Despite the growing availability of sensing and data in general, we remain unable to fully characterise many in-service engineering systems and structures from a purely data-driven…