Papers

• BTNR: Bayesian Tensor Networks for Regression Niccolò Ciolli, Jesper Løve Hinrich, Morten Mørup · 2026 Transactions on Machine Learning Research

  url: https://openreview.net/forum?id=5yPMm3hq7k

• (MPO)²: Multivariate Polynomial Optimization based on Matrix Product Operators Niccolò Ciolli, Anders Vestergaard Nørskov, Michael Kastoryano, Petr Taborsky, Morten Mørup · 2026 arXiv

  url: https://arxiv.org/abs/2607.15916

• TNSPC: Learning from Partially Observed Data Using Tensor Network Structured Probabilistic Circuits Niccolò Ciolli, Morten Mørup, Mikkel N. Schmidt · 2025 2025 IEEE 35th International Workshop on Machine Learning for Signal Processing (MLSP)

  doi: 10.1109/MLSP62443.2025.11204307