\texttt{skscope}: fast sparsity-constrained optimization in Python

MaRDI QIDQ6638539

Xiaoke Zhang, Jin Zhu, Anran Wang, Unnamed Author, Zezhi Wang, Huiyang Pen, Junxian Zhu, Xue-Qin Wang

Publication date: 14 November 2024

Published in: Journal of Machine Learning Research (JMLR) (Search for Journal in Brave)

zbMATH Keywords

nonlinear optimizationautomatic differentiationhigh-dimensional datasparsity-constrained optimization

Mathematics Subject Classification ID

Numerical mathematical programming methods (65K05) Nonlinear programming (90C30) Learning and adaptive systems in artificial intelligence (68T05) Software, source code, etc. for problems pertaining to operations research and mathematical programming (90-04)

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