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Designing Machine Learning Pipeline Toolkit for AutoML Surrogate Modeling OptimizationPaulito PalmesAkihiro Kishimotoet al.2023JuliaCon 2023
An End-to-end Automated AI System for Reinforcement LearningLong VuTodd Mummertet al.2022INFORMS 2022
Distributed AutoML Pipeline Search in PC/RasPi K8s ClusterPaulito PalmesAkihiro Kishimotoet al.2022JuliaCon 2022
A spatio-temporal LSTM model to forecast across multiple temporal and spatial scalesFearghal O'DonnchaYihao Huet al.2022Ecol. Inform.
Searching for Machine Learning Pipelines Using a Context-Free GrammarRadu MarinescuAkihiro Kishimotoet al.2021AAAI 2021
Towards smart sustainable cities: Addressing semantic heterogeneity in Building Management Systems using discriminative modelsChidubem IddianoziePaulito Palmes2020Sustainable Cities and Society
Extending Brick for automated comfort diagnosisJoern PloennigsAmadou Baet al.2017At-Automatisierungstechnik