48 citations · 175 across the 26 of their papers we have counts for
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cs.IT2021★ 39 cited
Reed-Muller Codes on BMS Channels Achieve Vanishing Bit-Error Probability for All Rates Below Capacity
Galen Reeves, Henry D. Pfister
This paper considers the performance of Reed-Muller (RM) codes transmitted over binary memoryless symmetric (BMS) channels under bitwise maximum-a-posteriori (bit-MAP) decoding. It…
stat.ML2021
Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity
Joshua K. Behne, Galen Reeves
Low-rank matrix recovery problems involving high-dimensional and heterogeneous data appear in applications throughout statistics and machine learning. The contribution of this pape…
cs.LG2021★ 1 cited
Convergence of Gaussian-smoothed optimal transport distance with sub-gamma distributions and dependent samples
Yixing Zhang, Xiuyuan Cheng, Galen Reeves
The Gaussian-smoothed optimal transport (GOT) framework, recently proposed by Goldfeld et al., scales to high dimensions in estimation and provides an alternative to entropy regula…