James Ostrowski

activity

20202023

most citedParameter Transfer for Quantum Approximate Optimization of Weighted MaxCut

96 citations · 207 across the 13 of their papers we have counts for

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2 papers · 1 filter

quant-ph2023★ 3 cited

Graph decomposition techniques for solving combinatorial optimization problems with variational quantum algorithms

Moises Ponce, Rebekah Herrman, Phillip C. Lotshaw +4

The quantum approximate optimization algorithm (QAOA) has the potential to approximately solve complex combinatorial optimization problems in polynomial time. However, current nois…

cs.LG2023

Densely Connected $G$ -invariant Deep Neural Networks with Signed Permutation Representations

Devanshu Agrawal, James Ostrowski

We introduce and investigate, for finite groups $G$ , $G$ -invariant deep neural network ( $G$ -DNN) architectures with ReLU activation that are densely connected-- i.e., include all p…

Graph decomposition techniques for solving combinatorial optimization problems with variational quantum algorithms

Densely Connected G-invariant Deep Neural Networks with Signed Permutation Representations

Densely Connected $G$ -invariant Deep Neural Networks with Signed Permutation Representations