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--- ml:sampling [2021/03/01 09:58] – created jmflanig
+++ ml:sampling [2023/06/15 07:36] (current) – external edit 127.0.0.1
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 ====== Sampling ======
-See also [[stats:sampling]].
+===== Examples of Samping in NLP and ML =====
+  * Dropout is an approximation: [[http://proceedings.mlr.press/v28/wang13a.pdf|Wang & Manning 2013 - Fast Dropout Training]]
+  * Negative Sampling: [[https://arxiv.org/pdf/1402.3722.pdf|Goldberg & Levy 2014 - word2vec Explained: Deriving Mikolov et al.’s Negative-Sampling Word-Embedding Method]]
+===== Related Pages =====
+See also [[stats:sampling|Statistics - Sampling]].