Search Results for author: Zifei Xu

Found 4 papers, 0 papers with code

Combining multiple post-training techniques to achieve most efficient quantized LLMs

no code implementations12 May 2024 Sayeh Sharify, Zifei Xu, Wanzin Yazar, Xin Wang

Large Language Models (LLMs) have distinguished themselves with outstanding performance in complex language modeling tasks, yet they come with significant computational and storage challenges.

Interpretable Predictive Models to Understand Risk Factors for Maternal and Fetal Outcomes

no code implementations16 Oct 2023 Tomas M. Bosschieter, Zifei Xu, Hui Lan, Benjamin J. Lengerich, Harsha Nori, Ian Painter, Vivienne Souter, Rich Caruana

The interpretability of the EBM models reveals surprising insights into the features contributing to risk (e. g. maternal height is the second most important feature for shoulder dystocia) and may have potential for clinical application in the prediction and prevention of serious complications in pregnancy.

Using Interpretable Machine Learning to Predict Maternal and Fetal Outcomes

no code implementations12 Jul 2022 Tomas M. Bosschieter, Zifei Xu, Hui Lan, Benjamin J. Lengerich, Harsha Nori, Kristin Sitcov, Vivienne Souter, Rich Caruana

Most pregnancies and births result in a good outcome, but complications are not uncommon and when they do occur, they can be associated with serious implications for mothers and babies.

BIG-bench Machine Learning Interpretable Machine Learning

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