Overview: Poor data validation, leakage, and weak preprocessing pipelines cause most XGBoost and LightGBM model failures in production.Default hyperparameters, ...

Abstract: One of the deadliest and most catastrophic natural disasters is floods which cause a significant number of damages in infrastructures and agricultural land. Real-time flood management ...

Abstract: Recent advancements in deep neural networks heavily rely on large-scale labeled datasets. However, acquiring annotations for large datasets can be challenging due to annotation constraints.