Showing eess.SYShow all
2 papers · 1 filter
eess.SY2026
Tensor-based Multi-layer Decoupling
Joppe De Jonghe, Konstantin Usevich, Philippe Dreesen +1
The decoupling of multivariate functions is a powerful modeling paradigm for learning multivariate input-output relations from data. For the single-layer case, established CPD-base…
eess.SY2025
Non-parametric B-spline decoupling of multivariate functions
Joppe De Jonghe, Mariya Ishteva
Many scientific fields and applications require compact representations of multivariate functions. For this problem, decoupling methods are powerful techniques for representing the…