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Breaking the iid Barrier: How Stochastic Gradients Are Going Spatial

Summary by unsafe.sh
文章探讨了处理大型空间数据集的方法,提出了一种结合随机梯度(SG)方法和Vecchia近似的高斯过程模型推理框架,并通过模拟研究和全球海洋温度数据分析验证了其有效性。
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unsafe.sh broke the news in on Saturday, May 31, 2025.
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