3 papers
math.ST2026
Multiple-Prediction-Powered Inference
Charlie Cowen-Breen, Alekh Agarwal, Stephen Bates +4
Statistical estimation often involves tradeoffs between expensive, high-quality measurements and a variety of lower-quality proxies. We introduce Multiple-Prediction-Powered Infere…
cs.CL2025
An Annotated Dataset of Errors in Premodern Greek and Baselines for Detecting Them
Creston Brooks, Johannes Haubold, Charlie Cowen-Breen +5
As premodern texts are passed down over centuries, errors inevitably accrue. These errors can be challenging to identify, as some have survived undetected for so long precisely bec…
cs.LG2024
Towards Probabilistically-Sound Beam Search with Masked Language Models
Creston Brooks, Robert Calef, Charlie Cowen-Breen +1
Beam search with masked language models (MLMs) is challenging in part because joint probability distributions over sequences are not readily available, unlike for autoregressive mo…