Papers and Slides
Papers and slides presented at this workshop will be available here after the conference.
Keynote Presentations
Keynote Presentations
Dr. Jingrui He - Towards Understanding Users' Behaviors in Multi-Armed Bandits
Dr. Jingrui He - Towards Understanding Users' Behaviors in Multi-Armed Bandits KDDAutoML2022.pdfPaper Presentations
Paper Presentations
Mining Robust Default Configurations for Resource-constrained AutoML
Moe Kayali and Chi Wang
Mining Robust Default Configurations for Resource-constrained AutoML- PAPER.pdfMining Robust Default Configurations for Resource-constrained AutoML- SLIDES.pdfACE: Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization
Yi-Wei Chen, Chi Wang, Amin Saied and Rui Zhuang
ACE Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization - KDDAutoML2022 - SLIDES.pdfTIMEX: an Automatic Framework for Time-Series Forecasting-as-a-Service
Alessandro Falcetta and Manuel Roveri
TIMEX an Automatic Framework for Time-Series Forecasting-as-a-Service - KDDAutoML2022 - PAPER.pdfTIMEX an Automatic Framework for Time-Series Forecasting-as-a-Service - KDDAutoML2022 - SLIDES.pdfLightweight Automated Feature Monitoring for Data Streams
João Conde, Ricardo Moreira, João Torres, Pedro Cardoso, Hugo Ferreira, Marco Sampaio, João Tiago Ascensão and Pedro Bizarro
Lightweight Automated Feature Monitoring for Data Streams - KDDAutoML2022 - SLIDES.pdf