18 citations · 18 across the 3 of their papers we have counts for
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stat.ME2019
Baseline Drift Estimation for Air Quality Data Using Quantile Trend Filtering
Halley L. Brantley, Joseph Guinness, Eric C. Chi
We address the problem of estimating smoothly varying baseline trends in time series data. This problem arises in a wide range of fields, including chemistry, macroeconomics, and m…
stat.ME2015
ADMM Algorithmic Regularization Paths for Sparse Statistical Machine Learning
Yue Hu, Eric Chi, Genevera I. Allen
Optimization approaches based on operator splitting are becoming popular for solving sparsity regularized statistical machine learning models. While many have proposed fast algorit…