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stat.ML2021
Model Compression for Dynamic Forecast Combination
Vitor Cerqueira, Luis Torgo, Carlos Soares +1
The predictive advantage of combining several different predictive models is widely accepted. Particularly in time series forecasting problems, this combination is often dynamic to…
stat.ML2021
Model Selection for Time Series Forecasting: Empirical Analysis of Different Estimators
Vitor Cerqueira, Luis Torgo, Carlos Soares
Evaluating predictive models is a crucial task in predictive analytics. This process is especially challenging with time series data where the observations show temporal dependenci…