69 citations · 377 across the 27 of their papers we have counts for
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cs.LG2023
Complex-valued Adaptive System Identification via Low-Rank Tensor Decomposition
Oliver Ploder, Christina Auer, Oliver Lang +2
Machine learning (ML) and tensor-based methods have been of significant interest for the scientific community for the last few decades. In a previous work we presented a novel tens…
cs.LG2020★ 41 cited
VPNet: Variable Projection Networks
Péter Kovács, Gergő Bognár, Christian Huber +1
We introduce VPNet, a novel model-driven neural network architecture based on variable projection (VP). Applying VP operators to neural networks results in learnable features, inte…