cs.MS · 2026-08-10 · No. 80

Mathematical Software, 2026-08-10.

1 new papers in cs.MS. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

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

    Albert Saiapin, Kim Batselier

    cs.MS · cs.LG · eess.SY

    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 parameterizations. However, practical and extensible software frameworks for developing TNKM models remain limited. In this work, we...

    arxiv.org/abs/2608.07043 · PDF

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