Concepedia

Robert C. Williamson

RC

95

Publications

17.1K

Citations

40

H-Index

1962

Active since

Affiliations

Australian National University(Current)

Data61

The University of Queensland

Imperial College London

Royal Holloway University of London

Robert C. Williamson is an author at Australian National University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningSignal ProcessingData ScienceStatisticsStatistical InferenceApproximation TheoryData MiningSupervised Learning

Publications per year

1962–2023

95

Publications

95

Estimating the Support of a High-Dimensional Distribution

Bernhard Schölkopf, John Platt, John Shawe‐Taylor et al. · Neural Computation · 2001 · 5.8K citations

Mathematical Programming, Engineering, Machine Learning +21

New Support Vector Algorithms

Bernhard Schölkopf, Alex Smola, Robert C. Williamson et al. · Neural Computation · 2000 · 2.8K citations

Engineering, Machine Learning, Vector Processing +16

Support Vector Method for Novelty Detection

Bernhard Schölkopf, Robert C. Williamson, Alex Smola et al. · 1999 · 2.1K citations

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

Structural risk minimization over data-dependent hierarchies

John Shawe‐Taylor, Peter L. Bartlett, Robert C. Williamson et al. · IEEE Transactions on Information Theory · 1998 · 527 citations

Engineering, Machine Learning, Support Vector Machine +20

Rows per page

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