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06/05/2023
A unified analysis of likelihood-based estimators in the Plackett–Luce model
The Plackett–Luce model is a popular approach for ranking data analysis,...
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03/11/2023
An approximate control variates approach to multifidelity distribution estimation
Forward simulation-based uncertainty quantification that studies the dis...
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08/12/2021
Probabilistic methods for approximate archetypal analysis
Archetypal analysis is an unsupervised learning method for exploratory d...
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08/10/2021
Statistical Inference in High-dimensional Generalized Linear Models with Streaming Data
In this paper we develop an online statistical inference approach for hi...
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06/10/2021
Online Debiased Lasso
We propose an online debiased lasso (ODL) method for statistical inferen...
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02/20/2020
A General Pairwise Comparison Model for Extremely Sparse Networks
Statistical inference using pairwise comparison data has been an effecti...
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10/12/2019