41 citations · 172 across the 26 of their papers we have counts for
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cs.LG2022★ 1 cited
Robust Graph Representation Learning for Local Corruption Recovery
Bingxin Zhou, Yuanhong Jiang, Yu Guang Wang +4
The performance of graph representation learning is affected by the quality of graph input. While existing research usually pursues a globally smoothed graph embedding, we believe…
cs.LG2021
Screening for Sparse Online Learning
Jingwei Liang, Clarice Poon
Sparsity promoting regularizers are widely used to impose low-complexity structure (e.g. l1-norm for sparsity) to the regression coefficients of supervised learning. In the realm o…