Mr Hao Song

MSc

  • BS1 5DD

20142020

Research output per year

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Research Output

  • 7 Conference Contribution (Conference Proceeding)
  • 3 Article (Academic Journal)
  • 1 Conference Paper
  • 1 Working paper and Preprints
File
  • 53 Downloads (Pure)

    Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration

    Kull, M., Perello Nieto, M., Kängsepp, M., Silva Filho, T., Song, H. & Flach, P., 14 Dec 2019, Advances in Neural Information Processing Systems 32 (NIPS 2019). Wallach, H., Larochelle, H., Beygelzimer, A., d'Alché-Buc, F., Fox, E. & Garnett, R. (eds.). Neural Information Processing Systems Foundation, 12 p.

    Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

    Open Access
    File
  • 7 Downloads (Pure)

    Distribution Calibration for Regression

    Song, H., Diethe, T., Kull, M. & Flach, P., 15 May 2019, International Conference on Machine Learning, 9-15 June 2019, Long Beach, California, USA. Chaudhuri, K. & Salakhutdinov, R. (eds.). Proceedings of Machine Learning Research, p. 5897-5906 10 p. (Proceedings of Machine Learning Research; vol. 97).

    Research output: Chapter in Book/Report/Conference proceedingConference Contribution (Conference Proceeding)

    Open Access
    File
  • 51 Downloads (Pure)

    Datasets

    The SPHERE Challenge: Activity Recognition with Multimodal Sensor Data

    Twomey, N. (Creator), Diethe, T. (Creator), Craddock, I. J. (Contributor), Woznowski, P. (Contributor), Kull, M. (Contributor), Song, H. (Contributor), Camplani, M. (Contributor), Hannuna, S. L. (Contributor), Zhu, N. (Contributor), Flach, P. A. (Contributor), Fafoutis, X. (Contributor) & Holley, A. (Data Manager), University of Bristol, 1 Mar 2016

    Dataset

    Activities

    • 1 Participation in workshop, seminar, course

    Classifier Calibration

    Peter A Flach (Organiser), Miquel Perello Nieto (Organiser), Hao Song (Organiser), Meelis Kull (Organiser) & Telmo De Menezes E Silva Filho (Organiser)

    14 Sep 2020

    Activity: Participating in or organising an event typesParticipation in workshop, seminar, course