Samet Demir
Scholar

Samet Demir

Google Scholar ID: VKyOvOYAAAAJ
Koç University
machine learningoptimizationstatistics
Citations & Impact
All-time
Citations
49
 
H-index
3
 
i10-index
1
 
Publications
10
 
Co-authors
5
list available
Resume (English only)
Academic Achievements
  • Publications: 'Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure' accepted to ICLR 2025.
Research Experience
  • Position: Ph.D. fellow at Koç University İşbank AI (KUIS AI) Research Center; Research Projects: Mathematical analysis of machine learning problems in high-dimensional scenarios.
Education
  • B.Sc. in Computer Engineering from Boğaziçi University; Ph.D. in Computer Science and Engineering from Koç University; Advisor: Zafer Doğan.
Background
  • Research Interests: Theory of machine learning in high dimensions; Field: Computer Science and Engineering; Brief Introduction: Currently a Ph.D. candidate in Computer Science and Engineering at Koç University, and a Ph.D. fellow at Koc University İşbank AI (KUIS AI) Research Center.