Mr Hao Song


  • BS1 5DD


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
  • 41 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., 3 Sep 2019, (Accepted/In press) 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)

  • 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
  • 41 Downloads (Pure)


    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