4
Barren Plateaus
Gradient Vanishing and Trainability
Gradient vanishing in quantum circuits, the barren plateau theorem, entanglement and trainability, depth scaling, noise-induced plateaus, mitigation strategies, and the plateau-vs-trap distinction.
Lessons
4.1
Gradient Vanishing in Quantum Circuits
4.2
The Barren Plateau Theorem
4.3
Entanglement and Trainability
4.4
Depth Scaling
4.5
Noise-Induced Barren Plateaus
4.6
Strategies for Avoiding Barren Plateaus
4.7
Plateaus vs Traps
Guided instruction and research mentorship are offered separately → hbar.work