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Neural network optimizer names cause search headaches for ML researchers

By PulseAugur Editorial · [1 sources] ·

A discussion on Reddit's r/MachineLearning subreddit highlights the naming conventions of neural network optimizers. Users are expressing frustration with the often unusual and non-unique names of these optimizers, such as SOAP, Shampoo, FOAM, and Muon. This naming trend leads to difficulties in searching for relevant information, as common words or physics particle names are frequently used, resulting in irrelevant search results. AI

IMPACT Naming conventions for AI tools can impact discoverability and research efficiency.

RANK_REASON Discussion on a subreddit about a naming convention issue.

Read on r/MachineLearning →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

Neural network optimizer names cause search headaches for ML researchers

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  1. r/MachineLearning TIER_1 English(EN) · /u/Future_Pace_5290 ·

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

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

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