Stephen Bates

Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weighting

Multiple-Prediction-Powered Inference

CountsDiff: A diffusion model on the natural numbers for generation and imputation of count-based data

Coevolutionary Continuous Discrete Diffusion: Make Your Diffusion Language Model a Latent Reasoner

Learning Diffusion Models with Flexible Representation Guidance

Smooth Sailing: Lipschitz-Driven Uncertainty Quantification for Spatial Associations

Next Semantic Scale Prediction via Hierarchical Diffusion Language Models

Contextual Online Decision Making with Infinite-Dimensional Functional Regression