Browse Publications

  1. 2020
  2. Publications content icon
    Published

    Asymmetric Shapley values: incorporating causal knowledge into model-agnostic explainability

    Colin Rowat, Dec 2020, Vancouver: NIPS, p. 1-20, 20 p. (stat.ML).

    Research output: Working paper

  3. Publications content icon
    Published

    From QBFs to MALL and back via focussing

    Anupam Das, Oct 2020, In : Journal of Automated Reasoning. 64, 7, p. 1221-1245 25 p.

    Research output: Contribution to journalArticlepeer-review

  4. Publications content icon
    Published

    Representing experience in continuous evolutionary optimisation through problem-tailored search operators

    Stephen Friess, Peter Tino, 3 Sep 2020, 2020 IEEE Congress on Evolutionary Computation (CEC). IEEE, p. 1-7

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  5. Publications content icon
    Published

    Parallel design of sparse deep belief network with multi-objective optimization

    Naresh Marturi, Sep 2020, In : Information Sciences. 533, p. 24-42 19 p.

    Research output: Contribution to journalArticlepeer-review

  6. Publications content icon
    Published

    Spatially-adaptive filter units for compact and efficient deep neural networks

    Ales Leonardis, Sep 2020, In : International Journal of Computer Vision. 128, 8-9, p. 2049-2067 19 p.

    Research output: Contribution to journalArticlepeer-review

  7. Publications content icon
    E-pub ahead of print
  8. Publications content icon
    Published

    Finite element modeling of machining nickel superalloy produced by direct energy deposition process

    Stano Imbrogno, Moataz Attallah, Khamis Essa, 26 Apr 2020, In : Procedia Manufacturing. 47, p. 525-529 5 p.

    Research output: Contribution to journalConference articlepeer-review

  9. Publications content icon
    Published
  10. Publications content icon
    Published

    Optimal evolutionary optimization hyper-parameters to mimic human user behavior

    Leandro Minku, Xin Yao, 20 Feb 2020, 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019. IEEE Computer Society Press, p. 858-866 9 p. 9002958. (IEEE Symposium Series on Computational Intelligence (SSCI)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  11. Publications content icon
    Published

    Machine learning of electro-hydraulic motor dynamics

    Luca Baronti, Marco Castellani & Duc Pham, Jan 2020, In : SN Applied Sciences. 2, 12 p., 130.

    Research output: Contribution to journalArticlepeer-review

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