Manjunath Mahendra

Employment

• University of Rostock Research assistant
  2022 - Present

Education

• University of Rostock Masters in Information Technology
  2019 - 2023

Projects & Funding

Projects & funding information is unavailable.

Publications (5)

• Dependency-aware synthetic tabular data generation
  Chaithra Umesh, Kristian Schultz, Manjunath Mahendra

  +2 more

  • Saptarshi Bej
  • Olaf Wolkenhauer
  Pattern Recognition 2026 DOI: 10.1016/j.patcog.2026.113819
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• Convex space learning for tabular synthetic data generation
  Manjunath Mahendra, Chaithra Umesh, Kristian Schultz

  +2 more

  • Olaf Wolkenhauer
  • Saptarshi Bej
  Neurocomputing 2026 DOI: 10.1016/j.neucom.2025.131722
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• Preserving logical and functional dependencies in synthetic tabular data
  Chaithra Umesh, Kristian Schultz, Manjunath Mahendra

  +2 more

  • Saptarshi Bej
  • Olaf Wolkenhauer
  Pattern Recognition 2025 DOI: 10.1016/j.patcog.2025.111459
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• Challenges and applications in generative AI for clinical tabular data in physiology
  Chaithra Umesh, Manjunath Mahendra, Saptarshi Bej

  +2 more

  • Olaf Wolkenhauer
  • Markus Wolfien
  Pflügers Archiv - European Journal of Physiology 2025 DOI: 10.1007/s00424-024-03024-w
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• Accounting for diverse feature-types improves patient stratification on tabular clinical datasets
  Saptarshi Bej, Chaithra Umesh, Manjunath Mahendra

  +3 more

  • Kristian Schultz
  • Jit Sarkar
  • Olaf Wolkenhauer
  Machine Learning with Applications 2023 DOI: 10.1016/j.mlwa.2023.100490
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