Andoni I. Garmendia

11 papers A* 1A 1B 1Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Applicability of Neural Combinatorial Optimization: A Critical View.
ACM Trans. Evol. Learn. Optim.
Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu
2024 — conf
Exploring the Capabilities and Limitations of Neural Methods in the Maximum Cut.
CAEPIA
Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu
2024 A* conf
MARCO: A Memory-Augmented Reinforcement Framework for Combinatorial Optimization.
IJCAI
Andoni I. Garmendia, Quentin Cappart, Josu Ceberio, Alexander Mendiburu
2024 J jnl
MARCO: A Memory-Augmented Reinforcement Framework for Combinatorial Optimization.
CoRR
Andoni I. Garmendia, Quentin Cappart, Josu Ceberio, Alexander Mendiburu
2024 J jnl
Neural Improvement Heuristics for Graph Combinatorial Optimization Problems.
IEEE Trans. Neural Networks Learn. Syst.
Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu
2024 A conf
Winning the 2023 CityLearn Challenge: A Community-Based Hierarchical Energy Systems Coordination Algorithm.
ECAI
Andoni I. Garmendia, Francesco Morri, Quentin Cappart, Hélène Le Cadre
2022 J jnl
Neural Combinatorial Optimization: a New Player in the Field.
CoRR
Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu
2022 J jnl
Neural Improvement Heuristics for Preference Ranking.
CoRR
Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu
2021 B conf
A Regularized Approach For Respiratory Motion Estimation From Short-Time Projection Data Frames In Emission Tomography.
ICIP
Andoni I. Garmendia, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
2021 — conf
Data-Driven Approach For Respiratory Motion Correction In Cardiac Spect Data.
ISBI
Andoni I. Garmendia, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
2021 — conf
Exploratory analysis of the Monte Carlo tree search for solving the linear ordering problem.
GECCO Companion
Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu