2025 "convergence rate analysis" Papers

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ASGO: Adaptive Structured Gradient Optimization

Kang An, Yuxing Liu, Rui Pan et al.

NEURIPS 2025posterarXiv:2503.20762
28
citations

Problem-Parameter-Free Decentralized Bilevel Optimization

Zhiwei Zhai, Wenjing Yan, Ying-Jun Zhang

NEURIPS 2025posterarXiv:2510.24288

PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization

Mingjing Xu, Peizhong Ju, Jia Liu et al.

AAAI 2025paperarXiv:2412.10961
5
citations

Semi-supervised Vertex Hunting, with Applications in Network and Text Analysis

Yicong Jiang, Zheng Tracy Ke

NEURIPS 2025posterarXiv:2510.22526