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researcher

Viktor Leis

5 papers hereh-index 355.5k citations89 works total

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

author position
  • middle author3
  • last author1

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.DB5
same name
  • Viktor Leis — 3 papers, h 2
  • Viktor Leis — 2 papers, h 6

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
20182026
most citedLearned Cardinalities: Estimating Correlated Joins with Deep Learning

162 citations · 186 across the 4 of their papers we have counts for

collaborators
Showing 2018 · cs.DBShow all

1 paper · 2 filters

cs.DB2018★ 162 cited

Learned Cardinalities: Estimating Correlated Joins with Deep Learning

Andreas Kipf, Thomas Kipf, Bernhard Radke +3

We describe a new deep learning approach to cardinality estimation. MSCN is a multi-set convolutional network, tailored to representing relational query plans, that employs set sem…

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