"matrix factorization" Papers

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Escaping saddle points without Lipschitz smoothness: the power of nonlinear preconditioning

Alexander Bodard, Panagiotis Patrinos

NEURIPS 2025spotlightarXiv:2509.15817
2
citations

On the Crucial Role of Initialization for Matrix Factorization

Bingcong Li, Liang Zhang, Aryan Mokhtari et al.

ICLR 2025posterarXiv:2410.18965
10
citations

Improved Communication-Privacy Trade-offs in $L_2$ Mean Estimation under Streaming Differential Privacy

Wei-Ning Chen, Berivan Isik, Peter Kairouz et al.

ICML 2024posterarXiv:2405.02341

Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation

Yuanhao Pu, Xiaolong Chen, Xu Huang et al.

ICML 2024poster