Ata Kaban

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Publications

  1. 2010
  2. Published

    Compressed Fisher Linear Discriminant Analysis: Classification of Randomly Projected Data

    Bob Durrant & Ata Kaban, 28 Jul 2010, p. 1119-1128. 10 p.

    Research output: Contribution to conference (unpublished) › Paper

  3. Published

    Flip Probabilities for Random Projections of θ-Separated Vectors

    Bob Durrant & Ata Kaban, 1 Jun 2010, Not Known.

    Research output: Book/Report › Commissioned report

  4. 2009
  5. Published

    When is 'nearest neighbour' meaningful: A converse theorem and implications

    Bob Durrant & Ata Kaban, 1 Aug 2009, In : Journal of Complexity. 25, 4, p. 385-397 13 p.

    Research output: Contribution to journal › Article

  6. Published

    Lq-regularised sparse classifiers: A PAC-Bayes analysis

    Ata Kaban, 1 Apr 2009.

    Research output: Contribution to conference (unpublished) › Abstract

  7. Published

    Bayesian Learning of Genetic Network Structure in the Space of Differential Equation Models

    Ata Kaban, 1 Mar 2009.

    Research output: Contribution to conference (unpublished) › Abstract

  8. Published

    The aspect Bernoulli model: multiple causes of presences and absences

    Ata Kaban, 1 Feb 2009, In : Pattern Analysis and Applications. 12, 1, p. 55-78 24 p.

    Research output: Contribution to journal › Article

  9. 2008
  10. Published

    Factorisation and denoising of 0–1 data: A variational approach

    Ata Kaban, 1 Jun 2008, In : Neurocomputing. 71, 10-12, p. 2291-2308 18 p.

    Research output: Contribution to journal › Article

  11. Published

    A dynamic bibliometric model for identifying online communities

    Ata Kaban, 1 Feb 2008, In : Data Mining and Knowledge Discovery. 16, 1, p. 67-107 41 p.

    Research output: Contribution to journal › Article

  12. Published

    A Probabilistic Neighbourhood Translation Approach for Non-standard Text Categorisation

    Ata Kaban, 1 Jan 2008, p. 332-343. 12 p.

    Research output: Contribution to conference (unpublished) › Paper

  13. Published

    A norm-concentration argument for non-convex regularization

    Ata Kaban & Bob Durrant, 1 Jan 2008.

    Research output: Contribution to conference (unpublished) › Abstract

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