2 papers
stat.ML2026
Adaptive Subspace Modeling With Functional Tucker Decomposition
Noah Steidle, Joppe De Jonghe, Mariya Ishteva
Tensors provide a structured representation for multidimensional data, yet discretization discards the underlying continuous structure when the data originate from continuous proce…
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…