Carlos Soares

A new method enhances forecasting by generating data dynamically during training.

TSER enhances forecasting accuracy by generating synthetic samples for underrepresented time series.

A new framework for evaluating hierarchical forecasting model performance under varied conditions.

Learn how new methods improve data generation in the world of Deep Learning.

Cherry-picking datasets leads to misleading results in time series forecasting.