Concepedia
Statistics
Publications
21
Citations
3.6K
H-Index
17
Active since
1992
Affiliations
University of Helsinki(Current)
University of California, Santa Cruz
Australian National University
Jyrki Kivinen is an author at University of Helsinki specializing in engineering, machine learning, and computer science.
Top concepts
EngineeringMachine LearningComputer ScienceData ScienceKnowledge DiscoveryPattern RecognitionData MiningPredictive AnalyticsSupervised LearningArtificial Intelligence
Publications per year
1992–2014
Online Learning with Kernels
Jyrki Kivinen, Alex Smola, Robert C. Williamson · IEEE Transactions on Signal Processing · 2004 · 1K citations
Engineering, Machine Learning, Online Learning +17
Exponentiated Gradient versus Gradient Descent for Linear Predictors
Jyrki Kivinen, Manfred K. Warmuth · Information and Computation · 1997 · 871 citations
Gradient Descent, Computational Learning Theory, Machine Learning +2
Approximate inference of functional dependencies from relations
Jyrki Kivinen, Heikki Mannila · Theoretical Computer Science · 1995 · 235 citations
Dependency Analysis, Engineering, Automated Reasoning +5
Additive versus exponentiated gradient updates for linear prediction
Jyrki Kivinen, Manfred K. Warmuth · 1995 · 226 citations
Theory Of Computing, Adaptive Optimization, Computational Science +12
Sequential prediction of individual sequences under general loss functions
David Haussler, Jyrki Kivinen, Manfred K. Warmuth · IEEE Transactions on Information Theory · 1998 · 165 citations
Mathematical Programming, Sequence Modelling, Engineering +14
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