Prof. ZHOU Dingxuan (周定軒)

Student Theses

  1. 2018
  2. Kernel-based Online Pairwise Learning and Distributed Learning

    Author: CHEN, X., 1 Aug 2018

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  3. Learning Theory of Online Mirror Descent Algorithms

    Author: ZHANG, B., 29 Jan 2018

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  4. 2016
  5. Online Pairwise Learning Algorithms

    Author: BOISSIER, M. R. P. N., 24 Aug 2016

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  6. 2013
  7. Statistical learning algorithms under entropy criteria

    Author: FAN, J., 2 Oct 2013

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  8. Regularization for regression and ranking

    Author: ZHAO, Y., 15 Jul 2013

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  9. 2012
  10. Kernel-based algorithms in statistical learning theory

    Author: FENG, Y., 3 Oct 2012

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  11. Some nonlinear problems on manifolds arising from conformal geometry

    Author: ZHU, H., 3 Oct 2012

    Supervisor: ZHOU, D. (Supervisor) & LI, A. (Supervisor)

    Student thesis: Doctoral Thesis

  12. 2011
  13. Learning algorithms producing sparse approximations

    Author: GUO, X., 3 Oct 2011

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  14. Sparsity and statistical analysis of some learning algorithms

    Author: GUO, Z., 15 Jul 2011

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  15. Statistical learning algorithms for regression and regularized spectral clustering

    Author: LYU, S., 15 Jul 2011

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  16. 2010
  17. Learning from data: Hermite scheme and normal estimation on Riemannian manifolds

    Author: SHI, L., 4 Oct 2010

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  18. 2009
  19. Analysis of statistical learning algorithms in data dependent function spaces

    Author: WANG, H., 2 Oct 2009

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  20. Learning gradients and canonical correlation by kernel methods

    Author: CAI, J., 2 Oct 2009

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  21. Learning with trigonometric polynomials

    Author: ZHAO, Y., 2 Oct 2009

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Master's Thesis

  22. High order Parzen windows and randomized sampling

    Author: ZHOU, X., 15 Jul 2009

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  23. Learning with kernel based regularization schemes

    Author: XIAO, Q., 15 Jul 2009

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  24. Statistical learning algorithms: multi-class classification and regression with non-i.i.d. sampling

    Author: PAN, Z. J., 15 Jul 2009

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  25. Theory of learning algorithms generated by scaling

    Author: XIANG, D., 16 Feb 2009

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Doctoral Thesis

  26. 2008
  27. Learning gradients via gradient descent method

    Author: GUO, X., 2 Oct 2008

    Supervisor: ZHOU, D. (Supervisor)

    Student thesis: Master's Thesis

  28. Meshless collocation method and its applications to some problems in mathematical finance

    Author: YANG, Z., 2 Oct 2008

    Supervisor: HON, Y. C. B. (Supervisor) & ZHOU, D. (Supervisor)

    Student thesis: Master's Thesis

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