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06/02/2023
Auditing for Human Expertise
High-stakes prediction tasks (e.g., patient diagnosis) are often handled...
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09/07/2022
On the Wasserstein median of probability measures
Measures of central tendency such as mean and median are a primary way t...
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08/26/2022
Comparing multiple latent space embeddings using topological analysis
The latent space model is one of the well-known methods for statistical ...
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08/25/2022
On the spherical Laplace distribution
The von Mises-Fisher (vMF) distribution has long been a mainstay for inf...
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11/19/2021
MURAL: An Unsupervised Random Forest-Based Embedding for Electronic Health Record Data
A major challenge in embedding or visualizing clinical patient data is t...
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07/26/2021