Tag
#parametrised quantum circuits
1 article
- Vanishing Gradients at Quantum Scale: The Barren Plateau Problem in Quantum ML
Parametrised quantum circuits are the foundation of quantum machine learning — but a fundamental obstacle called the barren plateau causes gradients to vanish exponentially as circuits grow. Here is what causes it, why it almost derailed the field, and the strategies now being used to navigate around it.
