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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.MLShow all

1 paper · 1 filter

stat.ML2017★ 23 cited

Dr.VAE: Drug Response Variational Autoencoder

Ladislav Rampasek, Daniel Hidru, Petr Smirnov +2

We present two deep generative models based on Variational Autoencoders to improve the accuracy of drug response prediction. Our models, Perturbation Variational Autoencoder and it…

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