Marie Anastacio

According to our database, Marie Anastacio authored at least 17 papers between 2013 and 2026.

Collaborative distances:

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

2026

Improving Evaluation of Recombination-based Cartesian Genetic Programming.

Duy Long Tran, Anja Jankovic, Marie Anastacio, Holger Hoos, Roman Kalkreuth

CoRR, May, 2026

Neural Architecture and Hyperparameter Selection Through Meta-Learning on Time Series.

Erfan Moeini, Christopher Vox, Marie Anastacio, Wadie Skaf, Mitra Baratchi, Holger H. Hoos

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

GraphBench: Next-generation graph learning benchmarking.

Timo Stoll, Chendi Qian, Ben Finkelshtein, Ali Parviz, Darius Weber, Fabrizio Frasca, Hadar Shavit, Antoine Siraudin, Arman Mielke, Marie Anastacio, Erik Müller, Maya Bechler-Speicher, Michael M. Bronstein, Mikhail Galkin, Holger H. Hoos, Mathias Niepert, Bryan Perozzi, Jan Tönshoff, Christopher Morris

CoRR, December, 2025

On the Efficiency of Training Robust Decision Trees.

Benedict Gerlach, Marie Anastacio, Holger H. Hoos

CoRR, July, 2025

TinyverseGP: Towards a Modular Cross-domain Benchmarking Framework for Genetic Programming.

Roman Kalkreuth, Fabrício Olivetti de França, Anja Jankovic, Marie Anastacio, Julian Dierkes, Zdenek Vasícek, Holger H. Hoos

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2025

2024

Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop.

Jen Rogers, Marie Anastacio, Jürgen Bernard, Mehdi Chakhchoukh, Rebecca Faust, Andreas Kerren, Steffen Koch, Lars Kotthoff, Cagatay Turkay, Emily Wall

Proceedings of the IEEE Visualization in Data Science, 2024

2023

Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML.

Lennart Oswald Purucker, Lennart Schneider, Marie Anastacio, Joeran Beel, Bernd Bischl, Holger H. Hoos

Proceedings of the International Conference on Automated Machine Learning, 2023

2022

Exact stochastic constraint optimisation with applications in network analysis.

Anna L. D. Latour, Behrouz Babaki, Daniël Fokkinga, Marie Anastacio, Holger H. Hoos, Siegfried Nijssen

Artif. Intell., 2022

Challenges of Acquiring Compositional Inductive Biases via Meta-Learning.

Marie Anastacio, Théo Matricon, Holger H. Hoos

Proceedings of the ECML/PKDD Workshop on Meta-Knowledge Transfer, 2022

Opening the Black Box: Automated Software Analysis for Algorithm Selection.

Damir Pulatov, Marie Anastacio, Lars Kotthoff, Holger H. Hoos

Proceedings of the International Conference on Automated Machine Learning, 2022

2021

Greybox Algorithm Configuration.

Marie Anastacio

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Statistical Comparison of Algorithm Performance Through Instance Selection.

Théo Matricon, Marie Anastacio, Nathanaël Fijalkow, Laurent Simon, Holger H. Hoos

Proceedings of the 27th International Conference on Principles and Practice of Constraint Programming, 2021

2020

Model-Based Algorithm Configuration with Default-Guided Probabilistic Sampling.

Marie Anastacio, Holger H. Hoos

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

Combining sequential model-based algorithm configuration with default-guided probabilistic sampling.

Marie Anastacio, Holger H. Hoos

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

2016

Text Processing Chains: Getting Help from Typed Applicative Systems.

Marie Anastacio, Ismaïl Biskri

Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

2014

A typed applicative system for a language and text processing engineering.

Ismaïl Biskri, Marie Anastacio, Adam Joly, Boucif Amar Bensaber

J. Innov. Digit. Ecosyst., 2014

2013

Integration of Sequence of Computational Modules Dedicated to Text Analysis: A Combinatory Typed Approach.

Ismaïl Biskri, Marie Anastacio, Adam Joly, Boucif Amar Bensaber

Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013