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researcher

K. Pitas

13 papers hereh-index 5115 citations22 works total

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

author position
  • sole author2
  • first author8
  • middle author1
  • last author1

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • cs.CL1
  • cs.CR1
  • cs.CV1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedPAC-Bayesian Margin Bounds for Convolutional Neural Networks

7 citations · 12 across the 11 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023

A Primer on Bayesian Neural Networks: Review and Debates

Julyan Arbel, Konstantinos Pitas, Mariia Vladimirova +1

Neural networks have achieved remarkable performance across various problem domains, but their widespread applicability is hindered by inherent limitations such as overconfidence i…

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