Quantum Machine Learning and Optimisation in Finance: On the Road to Quantum Advantage

Table of Contents

1. The Principles of Quantum Mechanics
2. Adiabatic Quantum Computing
3. Quadratic Unconstrained Binary Optimisation
4. Quantum Boosting
5. Quantum Boltzmann Machine
6. Qubits and Quantum Logic Gates
7. Parameterised Quantum Circuits and Data Encoding
8. Quantum Neural Network
9. Quantum Circuit Born Machine
10. Variational Quantum Eigensolver
11. Quantum Approximate Optimisation Algorithm
12. The Power of Parameterised Quantum Circuits
13. Looking Ahead
14. Bibliography