2 papers
stat.ME2026
PRADAS: PRior-Assisted DAta Splitting for False Discovery Rate Control
Yuanchuan Guo, Buyu Lin, Jun S. Liu
In the FDR-controlling literature, mirror statistics offer a flexible alternative to -value based procedures. When prior information is available, however, it is unclear how to…
stat.ML2025
Poisson-Process Topic Model for Integrating Knowledge from Pre-trained Language Models
Morgane Austern, Yuanchuan Guo, Zheng Tracy Ke +1
Topic modeling is traditionally applied to word counts without accounting for the context in which words appear. Recent advancements in large language models (LLMs) offer contextua…