Ata Kaban

Publications

  1. 2018
  2. Published

    Joint blind source separation and declipping: a geometric approach for time disjoint sources

    Ata Kaban, 18 Jun 2018, 2017 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT) (2017). Institute of Electrical and Electronics Engineers (IEEE), p. 220-225 6 p.

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

  3. 2017
  4. Accepted/In press

    On Compressive Ensemble Induced Regularisation: How Close is the Finite Ensemble Precision Matrix to the Infinite Ensemble?

    Ata Kaban, 24 Jul 2017, (Accepted/In press) Proceedings of 28th International Conference on Algorithmic Learning Theory (ALT 2017). JMLR , 15 p. (Proceedings of Machine Learning Research; vol. 76).

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

  5. 2016
  6. E-pub ahead of print

    How effective is Cauchy-EDA in high dimensions?

    Bob Durrant & Ata Kaban, 21 Nov 2016, Proceedings of the IEEE Congress on Evolutionary Computation 2016. Institute of Electrical and Electronics Engineers (IEEE), 8 p. 16557

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

  7. E-pub ahead of print

    Large scale continuous EDA using mutual information

    Ata Kaban, 21 Nov 2016, Proceedings of the IEEE Congress on Evolutionary Computation. Institute of Electrical and Electronics Engineers (IEEE), 8 p. 16598

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

  8. E-pub ahead of print

    Finding small sets of random fourier features for shift-invariant kernel approximation

    Frank-Michael Schleif, Ata Kaban & Peter Tino, 9 Sep 2016, Artificial Neural Networks in Pattern Recognition - 7th IAPR TC3 Workshop, ANNPR 2016, Proceedings. Springer Verlag, Vol. 9896 LNAI. p. 42-54 13 p. (Lecture Notes in Computer Science; vol. 9896 LNAI).

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

  9. Published

    Toward Large-Scale Continuous EDA: A Random Matrix Theory Perspective

    Ata Kaban & Bob Durrant, 13 Jun 2016, In : Evolutionary Computation. 24, 2, p. 255-291 37 p.

    Research output: Contribution to journalArticle

  10. Published

    A New Look at Nearest Neighbours: Identifying Benign Input Geometries via Random Projections

    Ata Kaban, 25 Feb 2016, ACML 2015 Proceedings. JMLR , Vol. 45. p. 65-80 16 p. (Proceedings of Machine Learning Research; vol. 45).

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

  11. Published

    Non-asymptotic analysis of compressive Fisher discriminants in terms of the effective dimension

    Ata Kaban, 25 Feb 2016, p. 17-32. 16 p.

    Research output: Contribution to conference (unpublished)Paper

  12. Published

    REMEDA: Random Embedding EDA for optimising functions with intrinsic dimension

    Ata Kaban, 2016, Parallel Problem Solving from Nature – PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings. Springer, p. 859-868 10 p. (Lecture Notes in Computer Science; vol. 9921).

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

  13. 2015
  14. Published

    Improved bounds on the dot product under random projection and random sign projection

    Ata Kaban, 10 Aug 2015, KDD '15 Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York: Association for Computing Machinery (ACM), p. 487-496 10 p.

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