2025 "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 2025posterarXiv:2506.13274
3
citations

Efficient Adaptive Federated Optimization

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

NeurIPS 2025posterarXiv:2410.18117
2
citations

Sketched Gaussian Mechanism for Private Federated Learning

Qiaobo Li, Zhijie Chen, Arindam Banerjee

NeurIPS 2025spotlightarXiv:2509.08195