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researcher

P. Smirnov

5 papers hereh-index 191.7k citations55 works total

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

author position
  • first author1
  • middle author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • stat.AP2
  • stat.ML1
same name
  • P. Smirnov — 5 papers, h 39
  • P. Smirnov — 1 paper
  • P. Smirnov — 1 paper, h 3
  • P. Smirnov — 1 paper, h 5
  • P. Smirnov — 1 paper, 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
20172023
most citedDr.VAE: Drug Response Variational Autoencoder

23 citations · 27 across the 3 of their papers we have counts for

collaborators
Showing stat.APShow all

2 papers · 1 filter

stat.AP2023★ 1 cited

On the distribution of cosine similarity with application to biology

Ian Smith, Janosch Ortmann, Farnoosh Abbas-Aghababazadeh +2

Cosine similarity is an established similarity metric for computing associations on vectors, and it is commonly used to identify related samples from biological perturbational data…

stat.AP2021

Evaluation of statistical approaches for association testing in noisy drug screening data

Petr Smirnov, Ian Smith, Zhaleh Safikhani +9

dentifying associations among biological variables is a major challenge in modern quantitative biological research, particularly given the systemic and statistical noise endemic to…

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