Mudassar Abbas

D.Sc. (Tech.)

20112018

Research output per year

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Research Output

  • 2 Conference contribution
  • 2 Article
  • 1 Doctoral Thesis
2018

Training methods for climate and neural network models

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

Research output: ThesisDoctoral ThesisCollection of Articles

Open Access
2016

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

1 Citation (Scopus)

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

2014

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

9 Citations (Scopus)
2011

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

9 Citations (Scopus)