- On barren plateaus and cost function locality in variational quantum ...🔍
- Avoiding Barren Plateaus Using Classical Shadows🔍
- Entangled Physics🔍
- Escaping from the Barren Plateau via Gaussian Initializations in...🔍
- Solving 'barren plateaus' is the key to quantum machine learning🔍
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Cost Function Dependent Barren Plateaus in Shallow Parametrized ...
On barren plateaus and cost function locality in variational quantum ...
It has been established that the onset of a barren plateau regime depends on the cost function, although the particular behavior has been demonstrated only for ...
Avoiding Barren Plateaus Using Classical Shadows
Cerezo, A. Sone, T. Volkoff, L. Cincio, and P. J.. Coles, Cost function dependent barren plateaus in shallow parametrized quantum circuits, Nat ...
Entangled Physics: Quantum Information & Quantum Computation
New manuscipt for a new year: Cost-Function-Dependent Barren Plateaus in Shallow Quantum Neural Networks https://scirate.com/arxiv/2001.00550 In...
Escaping from the Barren Plateau via Gaussian Initializations in...
... cost function warm-up example in "Cost function dependent barren plateaus in shallow parametrized quantum circuits" (Cerezo et al. 2021) ...
Solving 'barren plateaus' is the key to quantum machine learning
Cerezo et al, Cost function dependent barren plateaus in shallow parametrized quantum circuits, Nature Communications (2021). DOI: 10.1038 ...
Parametrisedquantum - - YouTube
Cost function dependent barren plateaus in shallow parametrized quantum circuits | RTCL.TV. STEM RTCL TV. 2 views•1 year ago.
On barren plateaus and cost function locality in variational quantum ...
It has been established that the onset of a barren plateau regime depends on the cost function, although the particular behavior has been ...
Barren plateau landscapes in variational quantum algorithms ...
... parameter gradients can vanish exponentially with problem size. This ... cost-function locality and BPLs, and (2) BPLs cause by noise ...
Marco Cerezo - A Unified Theory of Barren Plateaus for ... - YouTube
... function of sufficiently deep parametrized ... Marco Cerezo - A Unified Theory of Barren Plateaus for Deep Parametrized Quantum Circuits.
Theory of overparametrization in quantum neural networks - YouTube
CQT Online Talks - Series: Quantum Machine Learning Journal Club Talks Speakers: Martin Larocca, Universidad de Buenos Aires, ...