Alexander Nicholas D'Amour

Expected Reward Prediction, with Applications to Model Routing

Why Transformers Succeed and Fail at Compositional Generalization: Composition Equivalence and Module Coverage

SemanticDPP: Efficient Uncertainty Quantification in LLMs

Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness

Theoretical guarantees on the best-of-n alignment policy

When Can Proxies Improve the Sample Complexity of Preference Learning?