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  • 2025

    A Divide-and-conquer Approach for Sparse Recovery in High Dimensions

    Bevelander, A., Batselier, K. & Myers, N. J., 2025, Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). IEEE, 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

  • 2023

    Enabling Large-Scale Probabilistic Seizure Detection with a Tensor-Network Kalman Filter for LS-SVM

    De Rooij, S. J. S., Batselier, K. & Hunyadi, B., 2023, ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings. IEEE, 5 p. (ICASSPW 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops, Proceedings).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    30 Downloads (Pure)
  • 2019

    A Support Tensor Train Machine

    Chen, C., Batselier, K., Ko, C. Y. & Wong, N., 2019, Proceedings of the 2019 International Joint Conference on Neural Networks (IJCNN 2019). Piscataway, NJ, USA: IEEE, 8 p. N-20155

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
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    15 Citations (Scopus)
    129 Downloads (Pure)
  • Extended Kalman Filtering with Low-Rank Tensor Networks for MIMO Volterra System Identification

    Batselier, K., Ko, C. Y. & Wong, N., 2019, Proceedings of the IEEE 58th Conference on Decision and Control, CDC 2019. IEEE, p. 7148-7153

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
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    2 Citations (Scopus)
    83 Downloads (Pure)
  • Matrix Product Operator Restricted Boltzmann Machines

    Chen, C., Batselier, K., Ko, C. Y. & Wong, N., 2019, Proceedings of the 2019 International Joint Conference on Neural Networks (IJCNN 2019). Piscataway, NJ, USA: IEEE, 8 p. N-20160

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
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    1 Citation (Scopus)
    49 Downloads (Pure)
  • Tensor network Kalman filter for LTI systems

    Gedon, D., Piscaer, P., Batselier, K., Smith, C. & Verhaegen, M., 2019, Proceedings of the 27th European Signal Processing Conference (EUSIPCO 2019). Piscataway, NJ, USA: IEEE, 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
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    168 Downloads (Pure)