D.Sc. (Tech.) Mudassar Abbas

Doctoral Candidate

Research outputs

  1. 2018
  2. Published

    Training methods for climate and neural network models

    Abbas, M., 2018, Aalto University. 124 p.

    Research output: ThesisDoctoral ThesisCollection of Articles

  3. 2016
  4. Published

    Empirical evaluation of bayesian optimization in parametric tuning of chaotic systems

    Abbas, M., Ilin, A., Solonen, A., Hakkarainen, J., Oja, E. & Järvinen, H., 2016, In : INTERNATIONAL JOURNAL FOR UNCERTAINTY QUANTIFICATION. 6, 6, p. 467-485

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    Understanding Regularization by Virtual Adversarial Training, Ladder Networks and Others

    Abbas, M., Kivinen, J. & Raiko, T., 2016, International Conference on Learning Representations (ICLR): Workshop track.

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

  6. 2014
  7. Published

    Estimating model error covariance matrix parameters in extended Kalman filtering

    Solonen, A., Hakkarainen, J., Ilin, A., Abbas, M. & Bibov, A., 1 Sep 2014, In : NONLINEAR PROCESSES IN GEOPHYSICS. 21, 5, p. 919-927 9 p.

    Research output: Contribution to journalArticleScientificpeer-review

  8. 2011
  9. Published

    Self-Organizing Maps of Nutrition, Lifestyle and Health Situation in the World

    Mehmood, Y., Abbas, M., Chen, X. & Honkela, T., 2011, WSOM Advances in Self-Organizing Maps - WSOM 2011, 8th International Workshop. p. 160-167 (Lecture Notes in Computer Science; vol. 6731).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

ID: 74055