Παρακολούθηση
J. Kyle Brubaker
J. Kyle Brubaker
Amazon Web Services
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα amazon.com
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Combinatorial optimization with physics-inspired graph neural networks
MJA Schuetz, JK Brubaker, HG Katzgraber
Nature Machine Intelligence 4 (4), 367-377, 2022
1992022
Graph coloring with physics-inspired graph neural networks
MJA Schuetz, JK Brubaker, Z Zhu, HG Katzgraber
Physical Review Research 4 (4), 043131, 2022
432022
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
232022
Designing quantum annealing schedules using Bayesian optimization
JR Finžgar, MJA Schuetz, JK Brubaker, H Nishimori, HG Katzgraber
Physical Review Research 6 (2), 023063, 2024
202024
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
102023
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
82023
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
22023
Quadratic unconstrained binary optimization and constraint programming approaches for lattice-based cyclic peptide docking
JK Brubaker, KEC Booth, A Arakawa, F Furrer, J Ghosh, T Sato, ...
arXiv preprint arXiv:2412.10260, 2024
2024
Scalable iterative pruning of large language and vision models using block coordinate descent
G Rosenberg, JK Brubaker, MJA Schuetz, EY Zhu, S Kadıoğlu, ...
arXiv preprint arXiv:2411.17796, 2024
2024
Δεν είναι δυνατή η εκτέλεση της ενέργειας από το σύστημα αυτή τη στιγμή. Προσπαθήστε ξανά αργότερα.
Άρθρα 1–9