Robert C. Williamson

Queen's University Belfast — United Kingdom

Computer Science · Physical Sciences

41h-index18.1kcitations322works0.52yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Machine Learning and Algorithms(54), Neural Networks and Applications(44), Speech and Audio Processing(23), Machine Learning and Data Classification(18), Face and Expression Recognition(17)

Publications322 total

Environmental Intelligence: Context and Rhetoric
Harvard Data Science Review·2025Open Access
Three Types of Calibration with Properties and their Semantic and Formal Relationships
arXiv (Cornell University)·2025Open Access
Decision making, symmetry and structure: Justifying causal interventions
Journal of Causal Inference·2025· 1 citedOpen Access
SaaS-Enabled RGB to Hyperspectral Imaging: A Novel Paradigm in Image Processing Technology
Lecture notes on data engineering and communications technologies·2025
Fairness and Randomness in Machine Learning: Statistical Independence and Relativization
The New England Journal of Statistics in Data Science·2024Open Access
Scoring Rules and Calibration for Imprecise Probabilities
arXiv (Cornell University)·2024Open Access
We should avoid the assumption of data-generating probability distributions in social settings
arXiv (Cornell University)·2024Open Access
Formalising causal inference as prediction on a target population
arXiv (Cornell University)·2024Open Access
Limits to Predicting Online Speech Using Large Language Models
arXiv (Cornell University)·2024· 1 citedOpen Access
An Axiomatic Approach to Loss Aggregation and an Adapted Aggregating Algorithm
arXiv (Cornell University)·2024Open Access
Insights From Insurance for Fair Machine Learning
2024· 5 citedOpen Access
Data Models With Two Manifestations of Imprecision
arXiv (Cornell University)·2024Open Access
Geometry and Stability of Supervised Learning Problems
arXiv (Cornell University)·2024Open Access
Strictly frequentist imprecise probability
International Journal of Approximate Reasoning·2024· 1 cited
Forecast Evaluation and the Relationship of Regret and Calibration
arXiv (Cornell University)·2024Open Access
Systems of Precision: Coherent Probabilities on Pre-Dynkin Systems and Coherent Previsions on Linear Subspaces
Entropy·2023· 1 citedOpen Access
Corruptions of Supervised Learning Problems: Typology and Mitigations
arXiv (Cornell University)·2023Open Access
RGB-2-Hyper-Spectral Image Reconstruction for Food Science Using Encoder/Decoder Neural Architectures
2023
Insights From Insurance for Fair Machine Learning
arXiv (Cornell University)·2023· 2 citedOpen Access
On the Richness of Calibration
2023· 4 cited
page 1 of 17Next →

Frequent Co-authors

Alex Smola(10), Peter L. Bartlett(10), Bernhard Schölkopf(7), John Shawe‐Taylor(7), D.B. Ward(5), Rodney A. Kennedy(4), Brian C. Lovell(3), Mark D. Reid(3), John Platt(2), Jyrki Kivinen(2), Martin Anthony(2), Eric Lehmann(2), Wee Sun Lee(2), Ulrike von Luxburg(2), Isabelle Guyon(2), Philip M. Long(2), Peter J. Kootsookos(2), Daniel McNamara(2), Cheng Soon Ong(2), Tom D. Downs(1)