Francesco Locatello

A new method evaluates causal discovery results using data subset consistency.

A new method improves video object detection without labeled data.

A new method enhances machine learning by reducing misleading correlations.

MNNs automate the discovery of governing equations in scientific research.

Learning hidden factors from incomplete data in complex systems.

This article examines how Machine Learning estimates treatment effects in ant behavior studies.

This method adjusts object representation slots based on image complexity.

New methods improve integration of diverse biological data from single cells.

A closer look at how CRL identifies causal relationships in data.

Learn how transformers process data and adapt to new tasks.