Robert C. Williamson
Eberhard Karls Universität Tübingen
H-index: 55
Europe-Germany
Top articles of Robert C. Williamson
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Geometry and Stability of Supervised Learning Problems | arXiv preprint arXiv:2403.01660 | Facundo Mémoli Brantley Vose Robert C Williamson | 2024/3/4 |
Strictly frequentist imprecise probability | International Journal of Approximate Reasoning | Christian Fröhlich Rabanus Derr Robert C Williamson | 2024/2/21 |
Four Facets of Forecast Felicity: Calibration, Predictiveness, Randomness and Regret | arXiv preprint arXiv:2401.14483 | Rabanus Derr Robert C Williamson | 2024/1/25 |
Information processing equalities and the information–risk bridge | Journal of Machine Learning Research | Robert C Williamson Zac Cranko | 2024 |
Data Models With Two Manifestations of Imprecision | arXiv preprint arXiv:2404.09741 | Christian Fröhlich Robert C Williamson | 2024/4/15 |
On the richness of calibration | Benedikt Höltgen Robert C Williamson | 2023/6/12 | |
Towards a strictly frequentist theory of imprecise probability | Proceedings of Machine Learning Research | Robert C Williamson Rabanus Derr Christian Fröhlich | 2023/7/18 |
The geometry of mixability | arXiv preprint arXiv:2302.11905 | Armando J Cabrera Pacheco Robert C Williamson | 2023/2/23 |
A General Framework for Learning under Corruption: Label Noise, Attribute Noise, and Beyond | arXiv preprint arXiv:2307.08643 | Laura Iacovissi Nan Lu Robert C Williamson | 2023/7/17 |
The geometry and calculus of losses | Journal of Machine Learning Research | Robert C Williamson Zac Cranko | 2023 |
The set structure of precision | Rabanus Derr Robert C Williamson | 2023/7/10 | |
Random classification noise does not defeat all convex potential boosters irrespective of model choice | Yishay Mansour Richard Nock Robert Williamson | 2023/7/3 | |
Insights From Insurance for Fair Machine Learning: Responsibility, Performativity and Aggregates | arXiv preprint arXiv:2306.14624 | Christian Fröhlich Robert C Williamson | 2023/6/26 |
Systems of precision: Coherent probabilities on pre-Dynkin systems and coherent previsions on linear subspaces | Entropy | Rabanus Derr Robert C Williamson | 2023/8/31 |
What killed the Convex Booster? | arXiv preprint arXiv:2205.09628 | Yishay Mansour Richard Nock Robert C Williamson | 2022/5/19 |
Assessing AI fairness in finance | Computer | Lachlan McCalman Daniel Steinberg Grace Abuhamad Marc-Etienne Brunet Robert C Williamson | 2022/1/13 |
Tailoring to the tails: Risk measures for fine-grained tail sensitivity | arXiv preprint arXiv:2208.03066 | Christian Fröhlich Robert C Williamson | 2022/8/5 |
Fairness and randomness in machine learning: Statistical independence and relativization | arXiv preprint arXiv:2207.13596 | Rabanus Derr Robert C Williamson | 2022/7/27 |
Risk measures and upper probabilities: Coherence and stratification | arXiv preprint arXiv:2206.03183 | Christian Fröhlich Robert C Williamson | 2022/6/7 |
The AI of Ethics | Robert C Williamson | 2021/8/24 |
Co-Authors
