most citedFast and Efficient MMD-based Fair PCA via Optimization over Stiefel Manifold

1 citations · 1 across the 1 of their papers we have counts for

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2 papers

stat.ML2022

Deep Neural Network Based Accelerated Failure Time Models using Rank Loss

Gwangsu Kim, Sangwook Kang

An accelerated failure time (AFT) model assumes a log-linear relationship between failure times and a set of covariates. In contrast to other popular survival models that work on h…

stat.ML2021★ 1 cited

Fast and Efficient MMD-based Fair PCA via Optimization over Stiefel Manifold

Junghyun Lee, Gwangsu Kim, Matt Olfat +2

This paper defines fair principal component analysis (PCA) as minimizing the maximum mean discrepancy (MMD) between dimensionality-reduced conditional distributions of different pr…