Julianna Piskorz

Eliciting Numerical Predictive Distributions of LLMs Without Auto-Regression

Masks Can Be Distracting: On Context Comprehension in Diffusion Language Models

Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference

Generation and Evaluation of Synthetic Data Containing Treatments

Skip the Equations: Learning Behavior of Personalized Dynamical Systems Directly From Data

Enhancing Treatment Effect Estimation with Generation-Driven Data Augmentation