1 pages tagged with "transformer"
The Johnson-Lindenstrauss lemma for the brave
December 23, 2020 - 3484 words - 18 mins
If you are interested in dimensionality reduction, chances are that you have
come across the Johnson-Lindenstrauss lemma. I learned about it while studying
the Linformer paper, which contains a
result on dimensionality reduction for the
Transformer. Essentially, they prove that
self-attention is lo…
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