Alek Fröhlich

According to our database, Alek Fröhlich authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Toward Scalable and Valid Conditional Independence Testing with Spectral Representations.

Alek Fröhlich, Vladimir Kostic, Karim Lounici, Daniel Perazzo, Massimiliano Pontil

CoRR, December, 2025

Outcome-Aware Spectral Feature Learning for Instrumental Variable Regression.

Dimitri Meunier, Jakub Wornbard, Vladimir R. Kostic, Antoine Moulin, Alek Fröhlich, Karim Lounici, Massimiliano Pontil, Arthur Gretton

CoRR, December, 2025

Equivariant Representation Learning for Symmetry-Aware Inference with Guarantees.

Daniel Felipe Ordoñez Apraez, Vladimir Kostic, Alek Fröhlich, Vivien Brandt, Karim Lounici, Massimiliano Pontil

CoRR, May, 2025

PersonalizedUS: Interpretable Breast Cancer Risk Assessment with Local Coverage Uncertainty Quantification.

Alek Fröhlich, Thiago R. Ramos, Gustavo Motta Cabello Dos Santos, Isabela Panzeri Carlotti Buzatto, Rafael Izbicki, Daniel Guimarães Tiezzi

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

PersonalizedUS: Interpretable Breast Cancer Risk Assessment with Local Coverage Uncertainty Quantification.

Alek Fröhlich, Thiago R. Ramos, Gustavo Cabello, Isabela Buzatto, Rafael Izbicki, Daniel Guimarães Tiezzi

CoRR, 2024