J. Kyle Brubaker

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Combinatorial Optimization

Greedy Algorithm

Traveling Salesman Problem

Top Venues

Nat. Mac. Intell.

Nat. Mach. Intell.

Publications

Gili Rosenberg, J. Kyle Brubaker, Martin J. A. Schuetz, Grant Salton, Zhihuai Zhu, Elton Yechao Zhu, Serdar Kadioglu, Sima E. Borujeni, Helmut G. Katzgraber
Explainable AI using expressive Boolean formulas. CoRR (2023)
Martin J. A. Schuetz, J. Kyle Brubaker, Helmut G. Katzgraber
Reply to: Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set. CoRR (2023)
Martin J. A. Schuetz, J. Kyle Brubaker, Helmut G. Katzgraber
Reply to: Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set. Nat. Mac. Intell. 5 (1) (2023)
Martin J. A. Schuetz, J. Kyle Brubaker, Helmut G. Katzgraber
Reply to: Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems. Nat. Mac. Intell. 5 (1) (2023)
Martin J. A. Schuetz, J. Kyle Brubaker, Helmut G. Katzgraber
Reply to: Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems. CoRR (2023)
Martin J. A. Schuetz, J. Kyle Brubaker, Henry Montagu, Yannick van Dijk, Johannes Klepsch, Philipp Ross, André Luckow, Mauricio G. C. Resende, Helmut G. Katzgraber
Optimization of Robot Trajectory Planning with Nature-Inspired and Hybrid Quantum Algorithms. CoRR (2022)
Martin J. A. Schuetz, J. Kyle Brubaker, Zhihuai Zhu, Helmut G. Katzgraber
Graph Coloring with Physics-Inspired Graph Neural Networks. CoRR (2022)
Martin J. A. Schuetz, J. Kyle Brubaker, Helmut G. Katzgraber
Combinatorial optimization with physics-inspired graph neural networks. Nat. Mach. Intell. 4 (4) (2022)
Martin J. A. Schuetz, J. Kyle Brubaker, Helmut G. Katzgraber
Combinatorial Optimization with Physics-Inspired Graph Neural Networks. CoRR (2021)