Marie Anastacio

4 papers · 2021–2026 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

AUTOML (2) AAAI (1) IJCAI (1)

Top co-authors

Holger Hoos (2) Lennart Schneider (1) Lennart Oswald Purucker (1) Wadie Skaf (1) Holger H. Hoos (1) Mitra Baratchi (1) Damir Pulatov (1) Bernd Bischl (1) Erfan Moeini (1) Christopher Vox (1)

Keywords

hyperparameter optimization (1) neural architecture search (1) time series classification (1) time series forecasting (1) parameter optimization (1) hyperparameter tuning (1) performance prediction (1) population-based optimization (1) quality diversity (1) algorithm configuration (1) ensemble selection (1) automated algorithm configurator (1) automated algorithm selection (1) software analysis (1) post hoc ensemble (1)

Papers

Neural Architecture and Hyperparameter Selection Through Meta-Learning on Time Series AAAI 2026

Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML AUTOML 2023

Opening the Black Box: Automated Software Analysis for Algorithm Selection AUTOML 2022

Greybox Algorithm Configuration IJCAI 2021