Arthur Gretton

University of Cambridge, Oxford Centre for Computational Neuroscience, Max Planck Institute for Biological Cybernetics, University College London

Papers

5

Total Citations

134

H-Index

4

About

No biography available yet.

Research Focus

Artificial intelligence5 · 134 citations
Mathematics5 · 134 citations
Computer science5 · 134 citations
Statistics3 · 119 citations
Machine learning3 · 106 citations
Support vector machine3 · 106 citations
Regression analysis1 · 91 citations
Statistical learning theory1 · 91 citations
Engineering1 · 91 citations
Black box1 · 91 citations
Identification (biology)1 · 91 citations
Regression1 · 91 citations

Key Achievements

4
H-Index
5
Papers
134
Total Citations
27
Avg Citations/Paper
🏆 Most Cited Paper
Support vector regression for black-box system identification
91 citations · 2002
📈 Most Prolific Year: 2002 (1 Papers)
🤝 Key Collaborators: 9
🏛 Institutions: University of Cambridge, Oxford Centre for Computational Neuroscience, Max Planck Institute for Biological Cybernetics, University College London

Top Papers

  1. 1
    Support vector regression for black-box system identification
    91 citations · 2002
  2. 2
    Filtering with State-Observation Examples via Kernel Monte Carlo Filter
    16 citations · 2015
  3. 3
    Characteristic Kernels on Structured Domains Excel in Robotics and Human Action Recognition
    13 citations · 2010
  4. 4
    Monte Carlo Filtering Using Kernel Embedding of Distributions
    12 citations · 2014
  5. 5
    Model-based kernel sum rule: kernel Bayesian inference with probabilistic models
    2 citations · 2020

Key Collaborators

KFKenji Fukumizu3 shared papersMKMotonobu Kanagawa3 shared papersYNYu Nishiyama3 shared papersRHRalf Herbrich1 shared papersJSJürgen Schmidhuber1 shared papersBSBernhard Schölkopf1 shared papersSDSomayeh Danafar1 shared papersPJP. J. Rayner1 shared papersRDRandal Douc1 shared papers
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