"convergence acceleration" Papers

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Highly Parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies

Zhouyu He, Peng Qiao, Rongchun Li et al.

AAAI 2025paperarXiv:2502.20190

ReDit: Reward Dithering for Improved LLM Policy Optimization

Chenxing Wei, Jiarui Yu, Ying He et al.

NEURIPS 2025arXiv:2506.18631
8
citations

SUMO: Subspace-Aware Moment-Orthogonalization for Accelerating Memory-Efficient LLM Training

Yehonathan Refael, Guy Smorodinsky, Tom Tirer et al.

NEURIPS 2025arXiv:2505.24749
7
citations

Towards Lossless Implicit Neural Representation via Bit Plane Decomposition

Woo Kyoung Han, Byeonghun Lee, Hyunmin Cho et al.

CVPR 2025arXiv:2502.21001

Accelerating Neural Field Training via Soft Mining

Shakiba Kheradmand, Daniel Rebain, Gopal Sharma et al.

CVPR 2024arXiv:2312.00075
12
citations

Adaptive Stabilization Based on Machine Learning for Column Generation

Yunzhuang Shen, Yuan Sun, Xiaodong Li et al.

ICML 2024arXiv:2405.11198
2
citations

Reflective Policy Optimization

Yaozhong Gan, yan renye, zhe wu et al.

ICML 2024arXiv:2406.03678
2
citations