Picture for Robert C. Williamson

Robert C. Williamson

Scoring Rules and Calibration for Imprecise Probabilities

Add code
Oct 30, 2024
Viaarxiv icon

Five reasons against assuming a data-generating distribution in Machine Learning

Add code
Jul 24, 2024
Viaarxiv icon

Causal modelling without counterfactuals and individualised effects

Add code
Jul 24, 2024
Figure 1 for Causal modelling without counterfactuals and individualised effects
Viaarxiv icon

An Axiomatic Approach to Loss Aggregation and an Adapted Aggregating Algorithm

Add code
Jun 04, 2024
Figure 1 for An Axiomatic Approach to Loss Aggregation and an Adapted Aggregating Algorithm
Figure 2 for An Axiomatic Approach to Loss Aggregation and an Adapted Aggregating Algorithm
Figure 3 for An Axiomatic Approach to Loss Aggregation and an Adapted Aggregating Algorithm
Figure 4 for An Axiomatic Approach to Loss Aggregation and an Adapted Aggregating Algorithm
Viaarxiv icon

Geometry and Stability of Supervised Learning Problems

Add code
Mar 04, 2024
Figure 1 for Geometry and Stability of Supervised Learning Problems
Figure 2 for Geometry and Stability of Supervised Learning Problems
Figure 3 for Geometry and Stability of Supervised Learning Problems
Figure 4 for Geometry and Stability of Supervised Learning Problems
Viaarxiv icon

Four Facets of Forecast Felicity: Calibration, Predictiveness, Randomness and Regret

Add code
Jan 25, 2024
Viaarxiv icon

A General Framework for Learning under Corruption: Label Noise, Attribute Noise, and Beyond

Add code
Jul 17, 2023
Viaarxiv icon

Insights From Insurance for Fair Machine Learning: Responsibility, Performativity and Aggregates

Add code
Jun 26, 2023
Viaarxiv icon

The Geometry of Mixability

Add code
Feb 23, 2023
Figure 1 for The Geometry of Mixability
Figure 2 for The Geometry of Mixability
Figure 3 for The Geometry of Mixability
Figure 4 for The Geometry of Mixability
Viaarxiv icon

Tailoring to the Tails: Risk Measures for Fine-Grained Tail Sensitivity

Add code
Aug 05, 2022
Figure 1 for Tailoring to the Tails: Risk Measures for Fine-Grained Tail Sensitivity
Figure 2 for Tailoring to the Tails: Risk Measures for Fine-Grained Tail Sensitivity
Viaarxiv icon