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Padhraic Smyth

34 papers hereh-index 7739.7k citations408 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author18
  • last author16

Across the 34 of 34 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • stat.ML8
  • stat.AP4
  • cs.AI3
  • stat.ME3
  • hep-th2
same name
  • Padhraic Smyth — 10 papers, h 4
  • Padhraic Smyth — 4 papers, h 2
  • Padhraic Smyth — 3 papers
  • Padhraic Smyth — 3 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
19992023
most citedOn Smoothing and Inference for Topic Models

452 citations · 870 across the 33 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

stat.ML2018★ 23 cited

Dropout as a Structured Shrinkage Prior

Eric Nalisnick, José Miguel Hernández-Lobato, Padhraic Smyth

Dropout regularization of deep neural networks has been a mysterious yet effective tool to prevent overfitting. Explanations for its success range from the prevention of "co-adapte…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.