Dong, Harry; Tong, Tian; Ma, Cong; Chi, Yuejie Fast and provable tensor robust principal component analysis via scaled gradient descent. (English) Zbl 07858360 Inf. Inference 12, No. 3, Article ID iaad019, 43 p. (2023). MSC: 68Txx 68Wxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Tong, Tian; Ma, Cong; Chi, Yuejie Low-rank matrix recovery with scaled subgradient methods: fast and robust convergence without the condition number. (English) Zbl 1543.65063 IEEE Trans. Signal Process. 69, 2396-2409 (2021). MSC: 65F99 65K99 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Tong, Tian; Ma, Cong; Chi, Yuejie Accelerating ill-conditioned low-rank matrix estimation via scaled gradient descent. (English) Zbl 07415093 J. Mach. Learn. Res. 22, Paper No. 150, 63 p. (2021). MSC: 68T05 × Cite Format Result Cite Review PDF Full Text: arXiv Link