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researcher

Bogdan Grechuk

7 papers hereh-index 15771 citations73 works total

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

author position
  • first author4
  • middle author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.LG2
  • math.MG2
  • q-fin.PM1

identity via Semantic Scholar / OpenAlex

activity
20182021
most citedHigh-dimensional separability for one- and few-shot learning

12 citations · 12 across the 1 of their papers we have counts for

collaborators
Showing cs.AIShow all

2 papers · 1 filter

cs.AI2020

General stochastic separation theorems with optimal bounds

Bogdan Grechuk, Alexander N. Gorban, Ivan Y. Tyukin

Phenomenon of stochastic separability was revealed and used in machine learning to correct errors of Artificial Intelligence (AI) systems and analyze AI instabilities. In high-dime…

cs.AI2018

Augmented Artificial Intelligence: a Conceptual Framework

Alexander N. Gorban, Bogdan Grechuk, Ivan Y. Tyukin

All artificial Intelligence (AI) systems make errors. These errors are unexpected, and differ often from the typical human mistakes ("non-human" errors). The AI errors should be co…

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