2 papers
cs.LG2025
A Law of Next-Token Prediction in Large Language Models
Hangfeng He, Weijie J. Su
Large language models (LLMs) have been widely employed across various application domains, yet their black-box nature poses significant challenges to understanding how these models…
math.ST2024
A Statistical Viewpoint on Differential Privacy: Hypothesis Testing, Representation and Blackwell's Theorem
Weijie J. Su
Differential privacy is widely considered the formal privacy for privacy-preserving data analysis due to its robust and rigorous guarantees, with increasingly broad adoption in pub…