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Rafael-Michael Karampatsis

5 papers hereh-index 6620 citations13 works total

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

author position
  • first author4
  • middle author1

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

fields
  • cs.SE4
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedMaybe Deep Neural Networks are the Best Choice for Modeling Source Code

45 citations · 80 across the 3 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 1 cited

MultiplexNet: Towards Fully Satisfied Logical Constraints in Neural Networks

Nicholas Hoernle, Rafael Michael Karampatsis, Vaishak Belle +1

We propose a novel way to incorporate expert knowledge into the training of deep neural networks. Many approaches encode domain constraints directly into the network architecture,…

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