35 citations · 42 across the 16 of their papers we have counts for
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quant-ph2023★ 1 cited
Sub-universal variational circuits for combinatorial optimization problems
Gal Weitz, Lirandë Pira, Chris Ferrie +1
Quantum variational circuits have gained significant attention due to their applications in the quantum approximate optimization algorithm and quantum machine learning research. Th…
quant-ph2023★ 35 cited
On the Interpretability of Quantum Neural Networks
Lirandë Pira, Chris Ferrie
Interpretability of artificial intelligence (AI) methods, particularly deep neural networks, is of great interest. This heightened focus stems from the widespread use of AI-backed…