Introduction

• QML 101
  • Basics of Quantum Computing
  • Variational Quantum Algorithms (VQA)
• KAN
  • Kolmogorov-Arnold Representation Theorem (KART)
  • Kolmogorov-Arnold Network (KAN)
  • Training KAN
• First Glance at QKAN and DARUAN
  • DatA Re-Uploading ActivatioN (DARUAN)
  • Quantum-Inspired Kolmogorov–Arnold Networks (QKAN)
  • Example: Training a QKAN Model for Function Approximation
  • Further Reading