Completed
VOLS: Cost functions
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Variational Quantum Architectures for Linear Algebra Applications
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Outline
- 3 Noisy intermediate-scale quantum (NISQ) era
- 4 Variational quantum architectures
- 5 Variational Quantum Linear Solver
- 6 VQLS: optimization
- 7 VOLS: Cost functions
- 8 Operational meaning
- 9 Example: scaling
- 10 Example: simulations
- 11 Example: Rigetti's quantum computer
- 12 Context: Hadronic collisions at the LHC
- 13 What is a generative adversarial network (GAN)?
- 14 Training procedure
- 15 Hybrid approach for a qGAN
- 16 Style-based quantum generator
- 17 Validation: 10 Gamma distribution
- 18 Simulation with actual LHC data
- 19 Results on IBM Q Hardware
- 20 Testing different architectures: results
