Evaluation of autonomous systems under data distribution shifts. - Daniel Sikar; Artur d'Avila Garcez (CoRR, 2024)

The Misclassification Likelihood Matrix: Some Classes Are More Likely To Be Misclassified Than Others. - Daniel Sikar; Artur d'Avila Garcez; Robin Bloomfield; Tillman Weyde; Kaleem Peeroo; Naman Singh; Maeve Hutchinson; Mirela Reljan-Delaney (CoRR, 2024)

When to Accept Automated Predictions and When to Defer to Human Judgment? - Daniel Sikar; Artur d'Avila Garcez; Tillman Weyde; Robin Bloomfield; Kaleem Peeroo (CoRR, 2024)

Explorations of the Softmax Space: Knowing When the Neural Network Doesn't Know... - Daniel Sikar; Artur d'Avila Garcez; Tillman Weyde (CoRR, 2025)