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researcher

M. Christakis

18 papers hereh-index 231.7k citations62 works total

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

author position
  • first author1
  • middle author12
  • last author5

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.SE11
  • cs.LG3
  • cs.AI1
  • cs.CR1
  • cs.CY1
  • cs.PL1

identity via Semantic Scholar / OpenAlex

activity
20172024
most citedRAID: Randomized Adversarial-Input Detection for Neural Networks

13 citations · 42 across the 13 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

cs.LG2022

Specifying and Testing k-Safety Properties for Machine-Learning Models

Maria Christakis, Hasan Ferit Eniser, Jörg Hoffmann +2

Machine-learning models are becoming increasingly prevalent in our lives, for instance assisting in image-classification or decision-making tasks. Consequently, the reliability of…

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