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Robert C. Williamson | Researchclopedia

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Robert C. Williamson

Queen's University Belfast ORCID

321

Works

18,124

Citations

41

h-index

108

i10-index

Research Topics

Machine Learning and Algorithms Neural Networks and Applications Speech and Audio Processing

Affiliations

James S. McDonnell Foundation1973–1973

Australian National University1990–2020

Queen's University Belfast2023–2025

Oak Ridge Associated Universities1979–1979

Commonwealth Scientific and Industrial Research Organisation2017–2019

Top Works

Estimating the Support of a High-Dimensional Distribution

Bernhard Schölkopf,John Platt,et al.

20015,822 citations

Machine Learning and Data Classification

Face and Expression Recognition

New Support Vector Algorithms

Bernhard Schölkopf,Alex Smola,et al.

20002,793 citations

Support Vector Method for Novelty Detection

Bernhard Schölkopf,Robert C. Williamson,et al.

19992,061 citations

Online Learning with Kernels

Jyrki Kivinen,Alex Smola,et al.

20041,021 citations

Structural risk minimization over data-dependent hierarchies

John Shawe‐Taylor,Peter L. Bartlett,et al.

1998527 citations

Probabilistic arithmetic. I. Numerical methods for calculating convolutions and dependency bounds

Robert C. Williamson,Tom D. Downs

1990388 citations

Particle filtering algorithms for tracking an acoustic source in a reverberant environment

D.B. Ward,Eric Lehmann,et al.

2003325 citations

Theory and design of broadband sensor arrays with frequency invariant far-field beam patterns

D.B. Ward,Rodney A. Kennedy,et al.

1995249 citations

Shrinking the Tube: A New Support Vector Regression Algorithm

Bernhard Schölkopf,Peter L. Bartlett,et al.

1998181 citations