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.