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J. Kyle Brubaker
J. Kyle Brubaker
Amazon Web Services
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Titel
Zitiert von
Zitiert von
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Combinatorial optimization with physics-inspired graph neural networks
MJA Schuetz, JK Brubaker, HG Katzgraber
Nature Machine Intelligence 4 (4), 367-377, 2022
1232022
Graph coloring with physics-inspired graph neural networks
MJA Schuetz, JK Brubaker, Z Zhu, HG Katzgraber
Physical Review Research 4 (4), 043131, 2022
192022
Optimization of robot-trajectory planning with nature-inspired and hybrid quantum algorithms
MJA Schuetz, JK Brubaker, H Montagu, Y van Dijk, J Klepsch, P Ross, ...
Physical Review Applied 18 (5), 054045, 2022
112022
Combinatorial optimization
A Mingozzi, P Toth, C Sandi
Willey, Chichester, 313-338, 1979
81979
Reply to: Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set
MJA Schuetz, JK Brubaker, HG Katzgraber
Nature Machine Intelligence 5 (1), 32-34, 2023
62023
Designing quantum annealing schedules using Bayesian optimization
JR Finžgar, MJA Schuetz, JK Brubaker, H Nishimori, HG Katzgraber
Physical Review Research 6 (2), 023063, 2024
42024
Explainable Artificial Intelligence Using Expressive Boolean Formulas
G Rosenberg, JK Brubaker, MJA Schuetz, G Salton, Z Zhu, EY Zhu, ...
Machine Learning and Knowledge Extraction 5 (4), 1760-1795, 2023
22023
Reply to: Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems
MJA Schuetz, JK Brubaker, HG Katzgraber
Nature Machine Intelligence 5 (1), 26-28, 2023
12023
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