Author

Albert Saiapin

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Preprint Aug 2026

Tensor Network Kernel Machines: A JAX Framework for Machine Learning and Nonlinear System Identification

Developing nonlinear models that are both expressive and computationally efficient remains a challenge in machine learning and nonlinear system identification. Tensor network kernel machines (TNKM) address this challenge by combining nonlinear feature representations with compact low-rank tensor-network parameterizatio...

Albert Saiapin, Kim Batselier · 0 citations