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researcher

Samuel Kounev

4 papers here

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

author position
  • middle author3
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.CR1
  • cs.DC1
ORCID 0000-0001-9742-2063
same name
  • Samuel Kounev — 6 papers, h 42

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
20142024
most citedComprehensive Exploration of Synthetic Data Generation: A Survey

18 citations · 29 across the 4 of their papers we have counts for

collaborators

4 papers

cs.LG2024★ 18 cited

Comprehensive Exploration of Synthetic Data Generation: A Survey

André Bauer, Simon Trapp, Michael Stenger +5

Recent years have witnessed a surge in the popularity of Machine Learning (ML), applied across diverse domains. However, progress is impeded by the scarcity of training data due to…

cs.LG2023

Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field

André Bauer, Mark Leznik, Michael Stenger +4

In many areas of decision-making, forecasting is an essential pillar. Consequently, many different forecasting methods have been proposed. From our experience, recently presented f…

cs.DC2014★ 7 cited

Cloud Usage Patterns: A Formalism for Description of Cloud Usage Scenarios

Aleksandar Milenkoski, Alexandru Iosup, Samuel Kounev +5

Cloud computing is becoming an increasingly lucrative branch of the existing information and communication technologies (ICT). Enabling a debate about cloud usage scenarios can hel…

cs.CR2014★ 4 cited

Technical Information on Vulnerabilities of Hypercall Handlers

Aleksandar Milenkoski, Marco Vieira, Bryan D. Payne +2

Modern virtualized service infrastructures expose attack vectors that enable attacks of high severity, such as attacks targeting hypervisors. A malicious user of a guest VM (virtua…

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