AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting

Keshav Das; Julie Keisler; Margaux Brégère; Amaury Durand

2025 AutoML AutoML 2025

AutoML Algorithms for Online Generalized Additive Model Selection: Application to Electricity Demand Forecasting

Abstract

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Authors

Keshav Das, Julie Keisler, Margaux Brégère, Amaury Durand

Topics

Data Science & Analytics > Methods > Time Series Analysis Mathematics & Optimization > Optimization > Combinatorial Optimization Mathematics & Optimization > Optimization > Online Algorithms

Keywords

state space model evolutionary algorithm generalized additive model adaptive parameter hyperparameters formula

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