Ata Kaban

Publications

  1. Published

    New Bounds on Compressive Linear Least Squares Regression

    Ata Kaban, 2 Apr 2014, Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics. Kaski, S. & Corander, J. (eds.). JMLR , Vol. 33. p. 448-456 (JMLR Workshop and Conference Proceedings).

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

  2. Published

    Non-Parametric Detection of Meaningless Distances in High Dimensional Data

    Ata Kaban, 1 Mar 2012, In : Statistics and Computing. 22, 2, p. 375-385 11 p.

    Research output: Contribution to journalArticle

  3. 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    Research output: Contribution to conference (unpublished)Paper

  4. Published

    On Bayesian Classification with Laplace Priors

    Ata Kaban, 15 Jul 2007, In : Pattern Recognition Letters. 28, 10, p. 1271-1282 12 p.

    Research output: Contribution to journalArticle

  5. 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

  6. Published

    On Equivalence Between PLSI and IDA

    Ata Kaban, 1 Jan 2003, p. 433-434. 2 p.

    Research output: Contribution to conference (unpublished)Paper

  7. Published

    On class visualisation for high dimensional data: Exploring scientific data sets

    Ata Kaban, Jianyong Sun, Somak Raychaudhury, Louisa Nolan, 1 Jan 2006, p. 125-136. 12 p.

    Research output: Contribution to conference (unpublished)Paper

  8. Published

    On the Distance Concentration Awareness of Certain Data Reduction Techniques

    Ata Kaban, 1 Feb 2011, In : Pattern Recognition. 44, 2, p. 265-277 13 p.

    Research output: Contribution to journalArticle

  9. Accepted/In press

    Optimistic Bounds for Multi-output Prediction

    Henry Reeve & Ata Kaban, 1 Jun 2020, (Accepted/In press) 37th International Conference on Machine Learning (ICML 2020). 14 p.

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

  10. Published

    Parallel Problem Solving from Nature (PPSN VIII)

    Xin Yao, John Bullinaria, Jon Rowe, Peter Tino, Ata Kaban, 1 Jan 2004, Springer.

    Research output: Book/ReportBook