Andoni I. Garmendia

According to our database, Andoni I. Garmendia authored at least 10 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Applicability of Neural Combinatorial Optimization: A Critical View.

Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu

ACM Trans. Evol. Learn. Optim., September, 2024

MARCO: A Memory-Augmented Reinforcement Framework for Combinatorial Optimization.

Andoni I. Garmendia, Quentin Cappart, Josu Ceberio, Alexander Mendiburu

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Winning the 2023 CityLearn Challenge: A Community-Based Hierarchical Energy Systems Coordination Algorithm.

Andoni I. Garmendia, Francesco Morri, Quentin Cappart, Hélène Le Cadre

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Neural Combinatorial Optimization by Means of Partial Solution Strategies.

Andoni Irazusta Garmendia, Josu Ceberio, Alexander Mendiburu

Proceedings of the IEEE Congress on Evolutionary Computation, 2024

Exploring the Capabilities and Limitations of Neural Methods in the Maximum Cut.

Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu

Proceedings of the Advances in Artificial Intelligence, 2024

2022

Neural Improvement Heuristics for Preference Ranking.

Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu

CoRR, 2022

Neural Combinatorial Optimization: a New Player in the Field.

Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu

CoRR, 2022

2021

Data-Driven Approach For Respiratory Motion Correction In Cardiac Spect Data.

Andoni I. Garmendia, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

A Regularized Approach For Respiratory Motion Estimation From Short-Time Projection Data Frames In Emission Tomography.

Andoni I. Garmendia, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Exploratory analysis of the Monte Carlo tree search for solving the linear ordering problem.

Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021