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08/30/2023
A Novel Class of Unfolding Models for Binary Preference Data
We develop a new class of spatial voting models for binary preference da...
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05/30/2023
Dynamic Factor Models for Binary Data in Circular Spaces: An Application to the U.S. Supreme Court
Latent factor models are widely used in the social and behavioral scienc...
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03/22/2021
Modeling Random Directions in 2D Simplex Data
We propose models and algorithms for learning about random directions in...
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02/15/2021
Scalable nonparametric Bayesian learning for heterogeneous and dynamic velocity fields
Analysis of heterogeneous patterns in complex spatio-temporal data finds...
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02/07/2021
Functional Optimal Transport: Mapping Estimation and Domain Adaptation for Functional data
Optimal transport (OT) has generated much recent interest by its capabil...
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06/18/2020
