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econ.EM2025
Inference on Optimal Policy Values and Other Irregular Functionals via Softmax Smoothing
Justin Whitehouse, Qizhao Chen, Morgane Austern +1
Constructing confidence intervals for the value of an (unknown) optimal treatment policy is a fundamental problem in causal inference. Insight into the optimal policy value can gui…
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…