Oswin Krause

Oswin Krause

Assistant Professor, Tenure Track Assistant Professor


  1. 2015
  2. Published

    A CMA-ES with multiplicative covariance matrix updates

    Krause, Oswin & Glasmachers, T., 2015, Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation. Association for Computing Machinery, p. 281-288 8 p.

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  3. Published

    A more efficient rank-one covariance matrix update for evolution strategies

    Krause, Oswin & Igel, Christian, 2015, Proceedings of the 2015 ACM Conference on Foundations of Genetic Algorithms XIII. Association for Computing Machinery, p. 129-136 8 p.

    Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

  4. Published

    Distribution Learning in Evolutionary Strategies and Restricted Boltzmann Machines

    Krause, Oswin, 2015, Department of Computer Science, Faculty of Science, University of Copenhagen. 121 p.

    Research output: Book/ReportPh.D. thesisResearch

  5. Published

    Population Monte Carlo meets contrastive divergence learning

    Krause, Oswin, Fischer, A. & Igel, Christian, 2015, Machine learning reports: Workshop New Challenges in Neural Computation 2015. Hammer, B., Martinetz, M. & Villmann, T. (eds.). p. 93-94 2 p.

    Research output: Chapter in Book/Report/Conference proceedingReport chapterResearchpeer-review

ID: 40813873