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math.OC2023
An Accelerated Block Proximal Framework with Adaptive Momentum for Nonconvex and Nonsmooth Optimization
Weifeng Yang, Wenwen Min
We propose an accelerated block proximal linear framework with adaptive momentum (ABPL) for nonconvex and nonsmooth optimization. We analyze the potential causes of the extrapo…
cs.LG2023★ 2 cited
Weighted Sparse Partial Least Squares for Joint Sample and Feature Selection
Wenwen Min, Taosheng Xu, Chris Ding
Sparse Partial Least Squares (sPLS) is a common dimensionality reduction technique for data fusion, which projects data samples from two views by seeking linear combinations with a…