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20202026
most citedClassical Simulation of Variational Quantum Classifiers using Tensor Rings

1 citations · 2 across the 7 of their papers we have counts for

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quant-ph2023★ 1 cited

Tensor Ring Optimized Quantum-Enhanced Tensor Neural Networks

Debanjan Konar, Dheeraj Peddireddy, Vaneet Aggarwal +1

Quantum machine learning researchers often rely on incorporating Tensor Networks (TN) into Deep Neural Networks (DNN) and variational optimization. However, the standard optimizati…

quant-ph2023

Noisy Tensor Ring approximation for computing gradients of Variational Quantum Eigensolver for Combinatorial Optimization

Dheeraj Peddireddy, Utkarsh Priyam, Vaneet Aggarwal

Variational Quantum algorithms, especially Quantum Approximate Optimization and Variational Quantum Eigensolver (VQE) have established their potential to provide computational adva…