2 citations · 3 across the 7 of their papers we have counts for
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stat.ME2023
Cautionary Tales on Synthetic Controls in Survival Analyses
Alicia Curth, Hoifung Poon, Aditya V. Nori +1
Synthetic control (SC) methods have gained rapid popularity in economics recently, where they have been applied in the context of inferring the effects of treatments on standard co…
cs.LG2023
Beyond Words: A Mathematical Framework for Interpreting Large Language Models
Javier González, Aditya V. Nori
Large language models (LLMs) are powerful AI tools that can generate and comprehend natural language text and other complex information. However, the field lacks a mathematical fra…
cs.LG2023★ 2 cited
TRIALSCOPE: A Unifying Causal Framework for Scaling Real-World Evidence Generation with Biomedical Language Models
Javier González, Risa Ueno, Cliff Wong +12
The rapid digitization of real-world data presents an unprecedented opportunity to optimize healthcare delivery and accelerate biomedical discovery. However, these data are often f…