"block coordinate descent" Papers

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Accelerating Block Coordinate Descent for LLM Finetuning via Landscape Expansion

Qijun Luo, Yifei Shen, Liangzu Peng et al.

NeurIPS 2025poster

Block Coordinate Descent for Neural Networks Provably Finds Global Minima

Shunta Akiyama

NeurIPS 2025posterarXiv:2510.22667
2
citations

Block Acceleration Without Momentum: On Optimal Stepsizes of Block Gradient Descent for Least-Squares

Liangzu Peng, Wotao Yin

ICML 2024spotlight

Supervised Matrix Factorization: Local Landscape Analysis and Applications

Joowon Lee, Hanbaek Lyu, Weixin Yao

ICML 2024poster