English(EN) Why do all NN optimizers have weird names? [d]

神经网络优化器名称给机器学习研究人员的搜索带来麻烦

作者 PulseAugur 编辑部 · [1 个来源] · 2026-11-01 16:51

Reddit 的 r/MachineLearning 子版块上的一场讨论突显了神经网络优化器的命名惯例。用户们对这些优化器通常不寻常且不唯一的名称表示沮丧，例如 SOAP、Shampoo、FOAM 和 Muon。这种命名趋势导致搜索相关信息困难，因为常用词或物理粒子名称经常被使用，导致搜索结果不相关。 AI

影响 AI 工具的命名惯例会影响可发现性和研究效率。

排序理由子版块上关于命名惯例问题的讨论。

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本文如何被排名

Signal score: 0 / 100; Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket: Commentary; 子版块上关于命名惯例问题的讨论。
Source corroboration: Single-source cluster; Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics: other; Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance: High; Clearly on-topic for AI-industry coverage.
Story freshness: 1 days old; Coverage has settled into its steady-state source set.

完整方法见我们的编辑标准。

报道来源 [1]

r/MachineLearning TIER_1 English(EN) · /u/Future_Pace_5290 · 2026-11-01 16:51

Why do all NN optimizers have weird names? [d]

<div class="md">SOAP, Shampoo, FOAM. Muon is a bit better but it has the same name as the particle from physics. Whenever I want to search about these tones of completely irrelevant results come up because of their non-unqiue names. Adam wo…

本文如何被排名

报道来源 [1]

Why do all NN optimizers have weird names? [d]

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