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Jyrki Kivinen: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Jyrki Kivinen, Heikki Mannila
    Approximate Inference of Functional Dependencies from Relations. [Citation Graph (4, 0)][DBLP]
    Theor. Comput. Sci., 1995, v:149, n:1, pp:129-149 [Journal]
  2. Jyrki Kivinen, Heikki Mannila
    The Power of Sampling in Knowledge Discovery. [Citation Graph (3, 11)][DBLP]
    PODS, 1994, pp:77-85 [Conf]
  3. Jyrki Kivinen, Heikki Mannila
    Approximate Dependency Inference from Relations. [Citation Graph (1, 14)][DBLP]
    ICDT, 1992, pp:86-98 [Conf]
  4. Jyrki Kivinen
    Reliable and Useful Learning with Uniform Probability Distributions. [Citation Graph (0, 0)][DBLP]
    ALT, 1990, pp:209-222 [Conf]
  5. Jyrki Kivinen, Alex J. Smola, Robert C. Williamson
    Large Margin Classification for Moving Targets. [Citation Graph (0, 0)][DBLP]
    ALT, 2002, pp:113-127 [Conf]
  6. Jyrki Kivinen
    Reliable and Useful Learning. [Citation Graph (0, 0)][DBLP]
    COLT, 1989, pp:365-380 [Conf]
  7. Jyrki Kivinen, Heikki Mannila, Esko Ukkonen
    Learning Hierarchical Rule Sets. [Citation Graph (0, 0)][DBLP]
    COLT, 1992, pp:37-44 [Conf]
  8. Jyrki Kivinen, Manfred K. Warmuth
    The Perceptron Algorithm vs. Winnow: Linear vs. Logarithmic Mistake Bounds when few Input Variables are Relevant. [Citation Graph (0, 0)][DBLP]
    COLT, 1995, pp:289-296 [Conf]
  9. Jyrki Kivinen, Manfred K. Warmuth
    Boosting as Entropy Projection. [Citation Graph (0, 0)][DBLP]
    COLT, 1999, pp:134-144 [Conf]
  10. Jyrki Kivinen, Heikki Mannila, Esko Ukkonen, Jaak Vilo
    An ALgorithm for Learning Hierarchical Classifiers. [Citation Graph (0, 0)][DBLP]
    ECML, 1994, pp:375-378 [Conf]
  11. David Haussler, Jyrki Kivinen, Manfred K. Warmuth
    Tight worst-case loss bounds for predicting with expert advice. [Citation Graph (0, 0)][DBLP]
    EuroCOLT, 1995, pp:69-83 [Conf]
  12. Jyrki Kivinen, Manfred K. Warmuth
    Averaging Expert Predictions [Citation Graph (0, 0)][DBLP]
    EuroCOLT, 1999, pp:153-167 [Conf]
  13. Jyrki Kivinen
    Online Learning of Linear Classifiers. [Citation Graph (0, 0)][DBLP]
    Machine Learning Summer School, 2002, pp:235-258 [Conf]
  14. David P. Helmbold, Jyrki Kivinen, Manfred K. Warmuth
    Worst-case Loss Bounds for Single Neurons. [Citation Graph (0, 0)][DBLP]
    NIPS, 1995, pp:309-315 [Conf]
  15. Jyrki Kivinen, Alex J. Smola, Robert C. Williamson
    Online Learning with Kernels. [Citation Graph (0, 0)][DBLP]
    NIPS, 2001, pp:785-792 [Conf]
  16. Jyrki Kivinen, Manfred K. Warmuth
    Relative Loss Bounds for Multidimensional Regression Problems. [Citation Graph (0, 0)][DBLP]
    NIPS, 1997, pp:- [Conf]
  17. Edward Harrington, Ralf Herbrich, Jyrki Kivinen, John C. Platt, Robert C. Williamson
    Online Bayes Point Machines. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2003, pp:241-252 [Conf]
  18. Jyrki Kivinen, Manfred K. Warmuth
    Additive versus exponentiated gradient updates for linear prediction. [Citation Graph (0, 0)][DBLP]
    STOC, 1995, pp:209-218 [Conf]
  19. Jyrki Kivinen, Manfred K. Warmuth, Peter Auer
    The Perceptron Algorithm Versus Winnow: Linear Versus Logarithmic Mistake Bounds when Few Input Variables are Relevant (Technical Note). [Citation Graph (0, 0)][DBLP]
    Artif. Intell., 1997, v:97, n:1-2, pp:325-343 [Journal]
  20. Jyrki Kivinen, Manfred K. Warmuth
    Exponentiated Gradient Versus Gradient Descent for Linear Predictors. [Citation Graph (0, 0)][DBLP]
    Inf. Comput., 1997, v:132, n:1, pp:1-63 [Journal]
  21. Jyrki Kivinen
    Guest Editor's Introduction. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2002, v:47, n:2-3, pp:131-132 [Journal]
  22. Jyrki Kivinen, Manfred K. Warmuth
    Relative Loss Bounds for Multidimensional Regression Problems. [Citation Graph (0, 0)][DBLP]
    Machine Learning, 2001, v:45, n:3, pp:301-329 [Journal]
  23. Jyrki Kivinen
    Learning Reliably and with One-Sided Error. [Citation Graph (0, 0)][DBLP]
    Mathematical Systems Theory, 1995, v:28, n:2, pp:141-172 [Journal]
  24. David Haussler, Jyrki Kivinen, Manfred K. Warmuth
    Sequential Prediction of Individual Sequences Under General Loss Functions. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Information Theory, 1998, v:44, n:5, pp:1906-1925 [Journal]

  25. Mixed Bregman Clustering with Approximation Guarantees. [Citation Graph (, )][DBLP]


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