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When Prediction Meets Randomization: Regression, Machine Learning, or LLMs? Lessons from 125 Randomized Trials
Bingkai Wang
Covariate adjustment is a standard tool for improving precision in randomized trials, but the value of increasingly flexible prediction...
MonarchAttention: Zero-Shot Conversion to Fast Structured Attention
Laura Balzano, Professor of Electrical and Computer Engineering & Statistics
Transformers have achieved state-of-the-art performance across various tasks, but suffer from a notable quadratic complexity in sequence...
