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A package for various supervised matrix factorization methods

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Supervised Matrix Factorization

This Python package contains source codes for algorithms for Supervised Matrix Factorization (SMF) in the following papers:

[1] Joowon Lee, Hanbaek Lyu, Weixin Yao "Exponentially Convergent Algorithms for Supervised Matrix Factorization" (NeurIPS 2023)

[2] Joowon Lee, Hanbaek Lyu, Weixin Yao "Supervised Matrix Factorization: Local Landscape Analysis and Applications" (ICML 2024)

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