Matthias Seeger

Max Planck Institute for Biological Cybernetics, Max Planck Society, Saarland University

Papers

7

Total Citations

986

H-Index

7

About

No biography available yet.

Research Focus

Machine learning7 · 986 citations
Gaussian7 · 986 citations
Regression analysis7 · 986 citations
Gaussian process7 · 986 citations
Artificial intelligence7 · 986 citations
Mathematics7 · 986 citations
Computer science7 · 986 citations
Regression6 · 784 citations
Statistics6 · 784 citations
Kriging6 · 784 citations
Nonparametric regression4 · 659 citations
Ground-penetrating radar5 · 633 citations

Key Achievements

7
H-Index
7
Papers
986
Total Citations
141
Avg Citations/Paper
🏆 Most Cited Paper
Model Learning with Local Gaussian Process Regression
322 citations · 2009
📈 Most Prolific Year: 2008 (4 Papers)
🤝 Key Collaborators: 5
🏛 Institutions: Max Planck Institute for Biological Cybernetics, Max Planck Society, Saarland University

Top Papers

  1. 1
    Model Learning with Local Gaussian Process Regression
    322 citations · 2009
  2. 2
    Semiparametric Latent Factor Models
    202 citations · 2005
  3. 3
    Computed torque control with nonparametric regression models
    151 citations · 2008
  4. 4
    Local Gaussian Process Regression for Real Time Online Model Learning
    121 citations · 2008
  5. 5
    Local Gaussian process regression for real time online model learning and control
    88 citations · 2008
  6. 6
    Learning Inverse Dynamics: A Comparison
    65 citations · 2008
  7. 7
    Real-Time Local GP Model Learning
    37 citations · 2009

Key Collaborators

JPJan Peters6 shared papersDNDuy Nguyen-Tuong6 shared papersBSBernhard Schölkopf1 shared papersMIMichael I. Jordan1 shared papersYWYee Whye Teh1 shared papers
Not generated yet