Fast Proximal Gradient Methods with Node Pruning for Tree-Structured Sparse Regularization

Yasutoshi Ida, Sekitoshi Kanai, Atsutoshi Kumagai, Tomoharu Iwata, Yasuhiro Fujiwara. Fast Proximal Gradient Methods with Node Pruning for Tree-Structured Sparse Regularization. In Rita P. Ribeiro, Bernhard Pfahringer, Nathalie Japkowicz, Pedro Larrañaga, Alípio M. Jorge, Carlos Soares, Pedro H. Abreu, João Gama 0001, editors, Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part V. Volume 16017 of Lecture Notes in Computer Science, pages 113-128, Springer, 2025. [doi]

Abstract

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