19 citations · 19 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Regularized second-order optimization of tensor-network Born machines
Matan Ben-Dov, Jing Chen
Tensor-network Born machines (TNBMs) are quantum-inspired generative models for learning data distributions. Using tensor-network contraction and optimization techniques, the model…
quant-ph2022★ 19 cited
Approximate encoding of quantum states using shallow circuits
Matan Ben Dov, David Shnaiderov, Adi Makmal +1
A common requirement of quantum simulations and algorithms is the preparation of complex states through sequences of 2-qubit gates. For a generic quantum state, the number of gates…