Renxiong Liu

According to our database¹, Renxiong Liu authored at least 4 papers between 2021 and 2023.

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2023

Path following algorithms for 𝓁<sub>2</sub>-regularized M-estimation with approximation guarantee.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

An algorithmic view of L2 regularization and some path-following algorithms.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2021

An algorithmic view of 𝓁<sub>2</sub> regularization and some path-following algorithms.

[BibT_eX]

[DOI]

CoRR, 2021