litlas
Log inCreate account

Robert C. Williamson

Active 1975–2026

158
Papers
19,403
Citations
43
h-index
87
i10-index

Citations

Citations per year for Robert C. Williamson1965: 1 citations1975: 1 citations1976: 1 citations1978: 1 citations1979: 1 citations1990: 1 citations1991: 2 citations1992: 6 citations1993: 14 citations1994: 8 citations1995: 21 citations1996: 29 citations1997: 39 citations1998: 63 citations1999: 87 citations2000: 100 citations2001: 110 citations2002: 142 citations2003: 205 citations2004: 222 citations2005: 247 citations2006: 334 citations2007: 323 citations2008: 331 citations2009: 379 citations2010: 348 citations2011: 367 citations2012: 417 citations2013: 391 citations2014: 475 citations2015: 467 citations2016: 498 citations2017: 483 citations2018: 507 citations2019: 644 citations2020: 809 citations2021: 858 citations2022: 652 citations2023: 610 citations2024: 571 citations2025: 394 citations2026: 118 citations2027: 1 citations1966–1974: no citations, so these years are not shown1977: no citations, so this year is not shown1980–1989: no citations, so these years are not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 2,403 citing papers, 19% of this breakdownChina: 2,155 citing papers, 17.1% of this breakdownUnited Kingdom: 778 citing papers, 6.2% of this breakdownGermany: 738 citing papers, 5.8% of this breakdownAustralia: 587 citing papers, 4.6% of this breakdownFrance: 537 citing papers, 4.3% of this breakdownItaly: 463 citing papers, 3.7% of this breakdownJapan: 435 citing papers, 3.4% of this breakdownCanada: 399 citing papers, 3.2% of this breakdownSouth Korea: 305 citing papers, 2.4% of this breakdownSpain: 291 citing papers, 2.3% of this breakdownIndia: 282 citing papers, 2.2% of this breakdown
0%19%Other 25.8%

Institutions

Fields

  • Computer Science68%
  • Engineering13.8%
  • Decision Sciences2.5%
  • Mathematics2.4%
  • Medicine2.2%
  • Biochemistry, Genetics and Molecular Biology2.1%
  • Other9%

Topics

  • Anomaly Detection Techniques and Applications10.2%
  • Network Security and Intrusion Detection4.4%
  • Face and Expression Recognition3.8%
  • Machine Learning and Algorithms2.5%
  • Neural Networks and Applications2.3%
  • Speech and Audio Processing2.1%
  • Other74.7%

Coauthors

All papers

Open in search
  1. Estimating the Support of a High-Dimensional Distribution

    Authors: Bernhard Schölkopf, John C. Platt, John Shawe-Taylor, Alexander J. Smola, Robert C. Williamson - Neural Computation, Neural Comput. 1999 cited by 5,946

  2. Support Vector Method for Novelty Detection

    Authors: Bernhard Schölkopf, Robert C. Williamson, Alexander J. Smola, John Shawe-Taylor, John C. Platt - http://www.cs.cmu.edu/Web/Groups/NIPS/NIPS99/99papers-pub-on-web/Named-gz/ScholkopfWilliamsonSmolaShawe-Taylor.ps.gz 1999 cited by 2,665

  3. New Support Vector Algorithms

    Authors: Bernhard Schölkopf, Alexander J. Smola, Robert C. Williamson, Peter L. Bartlett - Neural Computation, Neural Comput. 1998 cited by 2,816

  4. A PAC Analysis of a Bayesian Estimator

    Authors: John Shawe-Taylor, Robert C. Williamson - tenth annual conference on Computational learning theory - COLT '97 1997 cited by 177

  5. The cost of fairness in binary classification

    Authors: Aditya Krishna Menon, Robert C. Williamson - FAT 2018 cited by 167

  6. Structural Risk Minimization Over Data-Dependent Hierarchies

    Authors: John Shawe-Taylor, Peter L. Bartlett, Robert C. Williamson, Martin Anthony - IEEE Transactions on Information Theory, IEEE Trans. Inf. Theory 1998 cited by 531

  7. Scoring Rules and Calibration for Imprecise Probabilities

    Authors: Christian Fröhlich, Robert C. Williamson - arXiv (Cornell University), CoRR 2024 cited by 8

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

    Authors: D.B. Ward, Rodney A. Kennedy, Robert C. Williamson - The Journal of the Acoustical Society of America 1995 cited by 250

  9. A Theory of Learning with Corrupted Labels

    Authors: Brendan van Rooyen, Robert C. Williamson - Journal of Machine Learning Research, J. Mach. Learn. Res. 2017 cited by 57

  10. Costs and Benefits of Fair Representation Learning

    Authors: Daniel McNamara, Cheng Soon Ong, Robert C. Williamson - AAAI/ACM Conference on AI, AIES 2019 cited by 42

  11. Online Learning with Kernels

    Authors: Jyrki Kivinen, Alexander J. Smola, Robert C. Williamson - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 2001 cited by 1,154

  12. Fairness risk measures

    Authors: Robert C. Williamson, Aditya Krishna Menon - ICML 2019 cited by 154

  13. Support Vector Regression with Automatic Accuracy Control

    Authors: Bernhard Schölkopf, Peter L. Bartlett, Alex Smola, Robert C. Williamson - Perspectives in neural computing 1998 cited by 133

  14. The statistical performance of some instantaneous frequency estimators

    Authors: Brian C. Lovell, Robert C. Williamson - IEEE Transactions on Signal Processing, IEEE Trans. Signal Process. 1992 cited by 122

  15. PAC-Bayesian Bound for the Conditional Value at Risk

    Authors: Zakaria Mhammedi, Benjamin Guedj, Robert C. Williamson - NeurIPS 2020 cited by 25

  16. The cost of fairness in classification

    Authors: Aditya Krishna Menon, Robert C. Williamson - arXiv (Cornell University), CoRR 2017 cited by 19

  17. Regularization with Dot-Product Kernels

    Authors: Alexander J. Smola, Zoltán L. Óvári, Robert C. Williamson - http://www.cs.cmu.edu/Web/Groups/NIPS/00papers-pub-on-web/SmolaOvariWilliamson.ps.gz 2000 cited by 134

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

    Authors: Robert C. Williamson, Tom Downs - International Journal of Approximate Reasoning, Int. J. Approx. Reason. 1990 cited by 389

  19. Composite Binary Losses

    Authors: Mark D. Reid, Robert C. Williamson - http://axiom.anu.edu.au/%7Ewilliams/papers/P183.pdf, J. Mach. Learn. Res. 2009 cited by 146

  20. Fat-Shattering and the Learnability of Real-Valued Functions

    Authors: Peter L. Bartlett, Philip M. Long, Robert C. Williamson - Journal of Computer and System Sciences, COLT 1994 cited by 119

  21. SV Estimation of a Distribution's Support

    Authors: Bernhard Schölkopf, Robert C. Williamson, Alex Smola, John Shawe‐Taylor - 2000 cited by 82

  22. Fast rates in statistical and online learning

    Authors: Tim van Erven, Peter D. Grünwald, Nishant A. Mehta, Mark D. Reid, Robert C. Williamson - J. Mach. Learn. Res. 2015 cited by 62

  23. Provably Fair Representations

    Authors: Daniel McNamara, Cheng Soon Ong, Robert C. Williamson - arXiv (Cornell University), CoRR 2017 cited by 39

  24. Threshold effects in multiharmonic maximum likelihood frequency estimation

    Authors: Robert C. Williamson, Ben James, Brian D. O. Anderson, Peter J. Kootsookos - Signal Processing, Signal Process. 1994 cited by 14