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researcher

I. Horenko

15 papers hereh-index 272.2k citations126 works total

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

author position
  • sole author5
  • first author3
  • middle author3
  • last author4

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • physics.comp-ph3
  • stat.ME2
  • stat.ML2
  • cond-mat.mtrl-sci1
  • cs.CV1
same name
  • I. Horenko — 1 paper, h 0

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
20192026
most citedRobust learning of data anomalies with analytically-solvable entropic outlier sparsification

12 citations · 13 across the 14 of their papers we have counts for

collaborators
Showing 2023 · stat.MLShow all

1 paper · 2 filters

stat.ML2023

On existence, uniqueness and scalability of adversarial robustness measures for AI classifiers

Illia Horenko

Simply-verifiable mathematical conditions for existence, uniqueness and explicit analytical computation of minimal adversarial paths (MAP) and minimal adversarial distances (MAD) f…

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