Marie Anastacio
4 papers · 2021–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
Venues
Top co-authors
Research topics
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