Abstract: In this paper, we face the problem of collecting training samples for regression problems under an active learning perspective. In particular, we propose various active learning strategies ...

Abstract: The fact that machine learning models, despite their advancements ... For a logistic regression model, we show that maximal expected information gain on model parameters is a promising ...

Flowfile is a visual ETL tool combining drag-and-drop workflows with the speed of Polars dataframes. Build and analyze data pipelines without code. Perfect for analysts and engineers needing fast, ...