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08/02/2023
LLMs Understand Glass-Box Models, Discover Surprises, and Suggest Repairs
We show that large language models (LLMs) are remarkably good at working...
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07/12/2022
Using Interpretable Machine Learning to Predict Maternal and Fetal Outcomes
Most pregnancies and births result in a good outcome, but complications ...
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05/29/2021
Ten Quick Tips for Deep Learning in Biology
Machine learning is a modern approach to problem-solving and task automa...
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08/05/2018
Hybrid Subspace Learning for High-Dimensional Data
The high-dimensional data setting, in which p >> n, is a challenging sta...
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08/01/2017
Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations
Knowledge graphs are a versatile framework to encode richly structured d...
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07/30/2017