← All authors Robert C. Williamson University of Tübingen (per OpenAlex) · ORCID · OpenAlex
39 papers in scope · 38 published · 1 on the econ.EM arXiv · 3,107 citations · h-index 18 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Susan Athey Guido W. Imbens Stefan Wager Dmitry Arkhangelsky Victor Chernozhukov Pedro H. C. Sant’Anna Davide Viviano David M. Blei Vasilis Syrgkanis David A. Hirshberg Mohsen Bayati Avi Feller Eli Ben-Michael Brantly Callaway Anish Agarwal Jonathan Roth Dennis Shen Bruno Ferman Kaspar Wüthrich Jann Spiess Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (1 of 39)
Decision making, symmetry and structure: Justifying causal interventions
published 2025 · Journal of Causal Inference · 1 citations
with David Johnston, Cheng Soon Ong
working paper 2024 · arXiv
Strictly frequentist imprecise probability
published 2024 · International Journal of Approximate Reasoning · 1 citations · first circulated 2023
with Christian Fröhlich, Rabanus Derr
Systems of Precision: Coherent Probabilities on Pre-Dynkin Systems and Coherent Previsions on Linear Subspaces
published 2023 · Entropy · 1 citations
with Rabanus Derr
Assessing AI Fairness in Finance
published 2022 · Computer · 6 citations
with Lachlan McCalman, Daniel Steinberg, Grace Abuhamad, Marc-Etienne Brunet, Richard S. Zemel
Lossless or Quantized Boosting with Integer Arithmetic
published 2019 · International Conference on Machine Learning · 3 citations
with Richard Nock
no link
A Primal-Dual link between GANs and Autoencoders
published 2019 · Neural Information Processing Systems · 7 citations
with Hisham Husain, Richard Nock
no link
A Theory of Learning with Corrupted Labels
published 2018 · Journal of Machine Learning Research · 57 citations
with Brendan van Rooyen
The Convexity and Design of Composite Multiclass Losses
published 2012 · International Conference on Machine Learning · 2 citations
with Peng Sun, Mark D. Reid
The Importance of Convexity in Learning With Squared Loss" [Sep 98 1974-1980
published 2008 · IEEE Transactions on Information Theory · 2 citations
with Wee Sun Lee, Peter L. Bartlett
Online Learning with Kernels
published 2004 · IEEE Transactions on Signal Processing · 1025 citations · first circulated 2002
with Jyrki Kivinen, Alex Smola
Learning Kernel Classifiers
published 2002 · Neural Networks · 35 citations
Exploiting sparsity in adaptive filters
published 2002 · IEEE Transactions on Signal Processing · 127 citations
with Richard K. Martin, William A. Sethares, C.R. Johnson
Covering numbers for support vector machines
published 2002 · IEEE Transactions on Information Theory · 46 citations · first circulated 1999
with Ying Guo, Peter L. Bartlett, John Shawe-Taylor, Yi Guo
Hyperkernels
published 2002 · Neural Information Processing Systems · 3 citations
with Cheng Soon Ong, Alex Smola
no link
Convergence of exponentiated gradient algorithms
published 2001 · IEEE Transactions on Signal Processing · 36 citations
with Sam Hill
Generalization performance of regularization networks and support vector machines via entropy numbers of compact operators
published 2001 · IEEE Transactions on Information Theory · 175 citations
Finite sample properties of linear model identification
published 1999 · IEEE Transactions on Automatic Control · 43 citations
with Erik Weyer, Iven Mareels
Some Results in Statistical Learning Theory with Relevance to Nonlinear System Identification
published 1998 · IFAC Proceedings Volumes
On the Relationship Between Behavioural and Standard Methods for System Identification
published 1998 · Automatica · 2 citations
with Erik Weyer, Iven Mareels
Structural risk minimization over data-dependent hierarchies
published 1998 · IEEE Transactions on Information Theory · 532 citations
with John Shawe-Taylor, Peter L. Bartlett, Martin Anthony
The importance of convexity in learning with squared loss
published 1998 · IEEE Transactions on Information Theory · 99 citations · first circulated 1996
with Wee Sun Lee, Peter L. Bartlett
Decision region approximation by polynomials or neural networks
published 1997 · IEEE Transactions on Information Theory · 6 citations
with Kim Blackmore, Iven Mareels
Efficient agnostic learning of neural networks with bounded fan-in
published 1996 · IEEE Transactions on Information Theory · 158 citations
with Wee Sun Lee, Peter L. Bartlett
Characterization of threshold for single tone maximum likelihood frequency estimation
published 1995 · IEEE Transactions on Signal Processing · 26 citations
with Ben James, Brian D. O. Anderson
Neural networks, rational functions, and realization theory
published 1995 · Mathematics of Control Signals and Systems · 2 citations
with Uwe Helmke
Existence and uniqueness results for neural network approximations
published 1995 · IEEE Transactions on Neural Networks · 48 citations
with Uwe Helmke
An efficient calculation of the moments of matched and mismatched hidden Markov models
published 1995 · IEEE Transactions on Signal Processing
with Mehmet Akif Karan, Brian D. O. Anderson
Conditional mean and maximum likelihood approaches to multiharmonic frequency estimation
published 1994 · IEEE Transactions on Signal Processing · 31 citations
with Ben James, Brian D. O. Anderson
Performance of the maximum likelihood constant frequency estimator for frequency tracking
published 1994 · IEEE Transactions on Signal Processing · 12 citations
with Mehmet Akif Karan, Brian D. O. Anderson
A Principle for System Identification in the Behavioural Framework
published 1993 · IFAC Proceedings Volumes · 2 citations
with Erik Weyer, Iven Mareels
The relationship between instantaneous frequency and time-frequency representations
published 1993 · IEEE Transactions on Signal Processing · 65 citations
with Brian C. Lovell, B. Boashash
The statistical performance of some instantaneous frequency estimators
published 1992 · IEEE Transactions on Signal Processing · 122 citations
with Brian C. Lovell
Splines, Rational Functions and Neural Networks
published 1991 · Neural Information Processing Systems · 5 citations
with Peter L. Bartlett
no link
Investigating the distribution assumptions in the Pac learning model
published 1991 · Conference on Learning Theory · 9 citations
with Peter L. Bartlett
An extreme limit theorem for dependency bounds of normalized sums of random variables
published 1991 · Information Sciences · 5 citations
e-Entropy and the Complexity of Feedforward Neural Networks
published 1990 · Neural Information Processing Systems · 21 citations
no link
Probabilistic arithmetic. I. Numerical methods for calculating convolutions and dependency bounds
published 1990 · International Journal of Approximate Reasoning · 388 citations
with Tom D. Downs
The inverse and determinant of a 2 × 2 uniformly distributed random matrix
published 1988 · Statistics & Probability Letters · 4 citations
with T. Downs
Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.
Built from arXiv and OpenAlex. Supported by UKRI grant APP47921 (Martin Weidner, UCL · Francis J. DiTraglia, Oxford).