22 citations · 84 across the 31 of their papers we have counts for
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stat.ML2023
Statistical Analysis of Karcher Means for Random Restricted PSD Matrices
Hengchao Chen, Xiang Li, Qiang Sun
Non-asymptotic statistical analysis is often missing for modern geometry-aware machine learning algorithms due to the possibly intricate non-linear manifold structure. This paper s…
stat.ML2023
Online Linearized LASSO
Shuoguang Yang, Yuhao Yan, Xiuneng Zhu +1
Sparse regression has been a popular approach to perform variable selection and enhance the prediction accuracy and interpretability of the resulting statistical model. Existing ap…