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econ.EM2025
MLOps Monitoring at Scale for Digital Platforms
Yu Jeffrey Hu, Jeroen Rombouts, Ines Wilms
Machine learning models are widely recognized for their strong performance in forecasting. To keep that performance in streaming data settings, they have to be monitored and freque…
econ.EM2024★ 1 cited
Cross-Temporal Forecast Reconciliation at Digital Platforms with Machine Learning
Jeroen Rombouts, Marie Ternes, Ines Wilms
Platform businesses operate on a digital core and their decision making requires high-dimensional accurate forecast streams at different levels of cross-sectional (e.g., geographic…