大规模网络计算的相关内容

文章 2024-12-10 来自：开发者社区

基于Huffman树的层次化Softmax：面向大规模神经网络的高效概率计算方法

1、理论基础算法本质与背景层次化（Hierarchial）Softmax算法是在深度学习领域中解决大规模词嵌入训练效率问题的重要突破。该算法通过引入Huffman树结构，有效地将传统Softmax的计算复杂度从线性降至对数级别，从而在处理大规模词汇表时表现出显著的优势。在传统的神经网络词嵌入模型中，Softmax函数扮演着将任意实数向量转换为概率分布的关键角色。其基本形式可表述为：给定分....

问答 2022-02-15 来自：开发者社区

面向大规模社交网络的深度计算模型

浙江大学教授庄越挺在2017杭州云栖大会中做了题为《面向大规模社交网络的深度计算模型》的分享,就网络计算与挖掘、网络特征对比、诈骗策略挖掘：因果分析做了深入的分析。 https://yq.aliyun.com/download/1720?spm=a2c4e.11154804.0.0.70336a79nwokFv

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更新时间 2024-12-12 16:52:20

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