Jyrki Kivinen

2008
29	EE	Richard Nock, Panu Luosto, Jyrki Kivinen: Mixed Bregman Clustering with Approximation Guarantees. ECML/PKDD (2) 2008: 154-169
28	EE	Jyrki Kivinen: Attribute-Efficient Learning. Encyclopedia of Algorithms 2008
2006
27	EE	Jyrki Kivinen, Manfred K. Warmuth, Babak Hassibi: The p-norm generalization of the LMS algorithm for adaptive filtering. IEEE Transactions on Signal Processing 54(5): 1782-1793 (2006)
2003
26	EE	Edward Harrington, Ralf Herbrich, Jyrki Kivinen, John C. Platt, Robert C. Williamson: Online Bayes Point Machines. PAKDD 2003: 241-252
2002
25		Jyrki Kivinen, Robert H. Sloan: Computational Learning Theory, 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8-10, 2002, Proceedings Springer 2002
24	EE	Jyrki Kivinen, Alex J. Smola, Robert C. Williamson: Large Margin Classification for Moving Targets. ALT 2002: 113-127
23	EE	Jyrki Kivinen: Online Learning of Linear Classifiers. Machine Learning Summer School 2002: 235-258
22		Jyrki Kivinen: Guest Editor's Introduction. Machine Learning 47(2-3): 131-132 (2002)
2001
21	EE	Jyrki Kivinen, Alex J. Smola, Robert C. Williamson: Online Learning with Kernels. NIPS 2001: 785-792
20		Jyrki Kivinen, Manfred K. Warmuth: Relative Loss Bounds for Multidimensional Regression Problems. Machine Learning 45(3): 301-329 (2001)
1999
19	EE	Jyrki Kivinen, Manfred K. Warmuth: Boosting as Entropy Projection. COLT 1999: 134-144
18	EE	Jyrki Kivinen, Manfred K. Warmuth: Averaging Expert Predictions EuroCOLT 1999: 153-167
17	EE	David P. Helmbold, Jyrki Kivinen, Manfred K. Warmuth: Relative loss bounds for single neurons. IEEE Transactions on Neural Networks 10(6): 1291-1304 (1999)
1998
16		David Haussler, Jyrki Kivinen, Manfred K. Warmuth: Sequential Prediction of Individual Sequences Under General Loss Functions. IEEE Transactions on Information Theory 44(5): 1906-1925 (1998)
1997
15		Jyrki Kivinen, Manfred K. Warmuth: Relative Loss Bounds for Multidimensional Regression Problems. NIPS 1997
14	EE	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). Artif. Intell. 97(1-2): 325-343 (1997)
13		Jyrki Kivinen, Manfred K. Warmuth: Exponentiated Gradient Versus Gradient Descent for Linear Predictors. Inf. Comput. 132(1): 1-63 (1997)
1995
12	EE	Jyrki Kivinen, Manfred K. Warmuth: The Perceptron Algorithm vs. Winnow: Linear vs. Logarithmic Mistake Bounds when few Input Variables are Relevant. COLT 1995: 289-296
11		David Haussler, Jyrki Kivinen, Manfred K. Warmuth: Tight worst-case loss bounds for predicting with expert advice. EuroCOLT 1995: 69-83
10	EE	David P. Helmbold, Jyrki Kivinen, Manfred K. Warmuth: Worst-case Loss Bounds for Single Neurons. NIPS 1995: 309-315
9	EE	Jyrki Kivinen, Manfred K. Warmuth: Additive versus exponentiated gradient updates for linear prediction. STOC 1995: 209-218
8		Jyrki Kivinen: Learning Reliably and with One-Sided Error. Mathematical Systems Theory 28(2): 141-172 (1995)
7	EE	Jyrki Kivinen, Heikki Mannila: Approximate Inference of Functional Dependencies from Relations. Theor. Comput. Sci. 149(1): 129-149 (1995)
1994
6		Jyrki Kivinen, Heikki Mannila, Esko Ukkonen, Jaak Vilo: An ALgorithm for Learning Hierarchical Classifiers. ECML 1994: 375-378
5	EE	Jyrki Kivinen, Heikki Mannila: The Power of Sampling in Knowledge Discovery. PODS 1994: 77-85
1992
4	EE	Jyrki Kivinen, Heikki Mannila, Esko Ukkonen: Learning Hierarchical Rule Sets. COLT 1992: 37-44
3	EE	Jyrki Kivinen, Heikki Mannila: Approximate Dependency Inference from Relations. ICDT 1992: 86-98
1990
2		Jyrki Kivinen: Reliable and Useful Learning with Uniform Probability Distributions. ALT 1990: 209-222
1989
1	EE	Jyrki Kivinen: Reliable and Useful Learning. COLT 1989: 365-380

Coauthor Index

1	Peter Auer	[14]
2	Edward Harrington	[26]
3	Babak Hassibi	[27]
4	David Haussler	[11] [16]
5	David P. Helmbold	[10] [17]
6	Ralf Herbrich	[26]
7	Panu Luosto	[29]
8	Heikki Mannila	[3] [4] [5] [6] [7]
9	Richard Nock	[29]
10	John C. Platt	[26]
11	Robert H. Sloan	[25]
12	Alexander J. Smola (Alex J. Smola)	[21] [24]
13	Esko Ukkonen	[4] [6]
14	Jaak Vilo	[6]
15	Manfred K. Warmuth	[9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [27]
16	Robert C. Williamson	[21] [24] [26]

Colors in the list of coauthors