"adaptive optimization" Papers

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AdaLRS: Loss-Guided Adaptive Learning Rate Search for Efficient Foundation Model Pretraining

Hongyuan Dong, Dingkang Yang, Xiao Liang et al.

NEURIPS 2025arXiv:2506.13274
3
citations

Decoupled Entropy Minimization

Jing Ma, Hanlin Li, Xiang Xiang

NEURIPS 2025arXiv:2511.03256

Efficient Adaptive Federated Optimization

Su Hyeong Lee, Sidharth Sharma, Manzil Zaheer et al.

NEURIPS 2025arXiv:2410.18117
2
citations

Sketched Gaussian Mechanism for Private Federated Learning

Qiaobo Li, Zhijie Chen, Arindam Banerjee

NEURIPS 2025spotlightarXiv:2509.08195
1
citations

A New Linear Scaling Rule for Private Adaptive Hyperparameter Optimization

Ashwinee Panda, Xinyu Tang, Saeed Mahloujifar et al.

ICML 2024arXiv:2212.04486
15
citations

FADAS: Towards Federated Adaptive Asynchronous Optimization

Yujia Wang, Shiqiang Wang, Songtao Lu et al.

ICML 2024arXiv:2407.18365
13
citations

Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise

Kwangjun Ahn, Zhiyu Zhang, Yunbum Kook et al.

ICML 2024arXiv:2402.01567
22
citations

When Will Gradient Regularization Be Harmful?

Yang Zhao, Hao Zhang, Xiuyuan Hu

ICML 2024arXiv:2406.09723
2
citations