Search Results for author: Kwun Chuen Gary Chan

Found 2 papers, 1 papers with code

Matrix Completion with Model-free Weighting

no code implementations9 Jun 2021 Jiayi Wang, Raymond K. W. Wong, Xiaojun Mao, Kwun Chuen Gary Chan

In particular, the proposed method achieves a stronger guarantee than existing work in terms of the scaling with respect to the observation probabilities, under asymptotically heterogeneous missing settings (where entry-wise observation probabilities can be of different orders).

Matrix Completion

Controlling the False Discovery Rate for Binary Feature Selection via Knockoff

1 code implementation3 Jul 2018 Yuxiang Xie, Kwun Chuen Gary Chan

We also provide theoretical results on the power of our variables selection method in a linear regression model or a logistic regression model.

Methodology 62

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