2 papers
cs.AI2025
We Need Improved Data Curation and Attribution in AI for Scientific Discovery
Mara Graziani, Antonio Foncubierta, Dimitrios Christofidellis +5
As the interplay between human-generated and synthetic data evolves, new challenges arise in scientific discovery concerning the integrity of the data and the stability of the mode…
cs.IR2025
Making Sense of Data in the Wild: Data Analysis Automation at Scale
Mara Graziani, Malina Molnar, Irina Espejo Morales +2
As the volume of publicly available data continues to grow, researchers face the challenge of limited diversity in benchmarking machine learning tasks. Although thousands of datase…