| 2011 | ALT | Editors' Introduction. | Jyrki Kivinen, Csaba Szepesvri, Esko Ukkonen, Thomas Zeugmann |
| 2010 | COLT | Hedging Structured Concepts. | Wouter M. Koolen, Manfred K. Warmuth, Jyrki Kivinen |
| 2010 | DIS | Gaussian Clusters and Noise: An Approach Based on the Minimum Description Length Principle. | Panu Luosto, Jyrki Kivinen, Heikki Mannila |
| 2003 | ICASSP | Channel equalization and the Bayes point machine. | Edward Harrington, Jyrki Kivinen, Robert C. Williamson |
| 2003 | PAKDD | Online Bayes Point Machines. | Edward Harrington, Ralf Herbrich, Jyrki Kivinen, John C. Platt, Robert C. Williamson |
| 2002 | ALT | Large Margin Classification for Moving Targets. | Jyrki Kivinen, Alexander J. Smola, Robert C. Williamson |
| 1999 | COLT | Boosting as Entropy Projection. | Jyrki Kivinen, Manfred K. Warmuth |
| 1995 | COLT | The Perceptron Algorithm vs. Winnow: Linear vs. Logarithmic Mistake Bounds when few Input Variables are Relevant. | Jyrki Kivinen, Manfred K. Warmuth |
| 1995 | STOC | Additive versus exponentiated gradient updates for linear prediction. | Jyrki Kivinen, Manfred K. Warmuth |
| 1994 | PODS | The Power of Sampling in Knowledge Discovery. | Jyrki Kivinen, Heikki Mannila |
| 1992 | COLT | Learning Hierarchical Rule Sets. | Jyrki Kivinen, Heikki Mannila, Esko Ukkonen |
| 1992 | ICDT | Approximate Dependency Inference from Relations. | Jyrki Kivinen, Heikki Mannila |
| 1990 | ALT | Reliable and Useful Learning with Uniform Probability Distributions. | Jyrki Kivinen |
| 1990 | ICTAI | On inducing topologically minimal decision trees. | Tapio Elomaa, Jyrki Kivinen |
| 1989 | COLT | Reliable and Useful Learning. | Jyrki Kivinen |