most citedEfficient Finite Initialization with Partial Norms for Tensorized Neural Networks and Tensor Networks Algorithms

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quant-ph2023★ 1 cited

Polynomial-time Solver of Tridiagonal QUBO, QUDO and Tensor QUDO problems with Tensor Networks

Alejandro Mata Ali, Iñigo Perez Delgado, Marina Ristol Roura +1

We present a quantum-inspired tensor network algorithm for solving tridiagonal Quadratic Unconstrained Binary Optimization (QUBO) problems and quadratic unconstrained discrete opti…

quant-ph2023

Solving Systems of Linear Equations: HHL from a Tensor Networks Perspective

Alejandro Mata Ali, Iñigo Perez Delgado, Marina Ristol Roura +2

This work presents a new approach for simulating the HHL linear systems of equations solver algorithm with tensor networks. First, a novel HHL in the qudits formalism, the generali…