Attention-Based Interpretable Regression of Gene Expression in Histology. - Mara Graziani; Niccolò Marini; Nicolas Deutschmann; Nikita Janakarajan; Henning Müller; María Rodríguez Martínez (iMIMIC@MICCAI, 2022)

Is Attention Interpretation? A Quantitative Assessment on Sets. - Jonathan Haab; Nicolas Deutschmann; María Rodríguez Martínez (PKDD/ECML Workshops (1), 2022)

Adaptive Conformal Regression with Jackknife+ Rescaled Scores. - Nicolas Deutschmann; Mattia Rigotti; María Rodríguez Martínez (CoRR, 2023)

Conformal Autoregressive Generation: Beam Search with Coverage Guarantees. - Nicolas Deutschmann; Marvin Alberts; María Rodríguez Martínez (AAAI, 2024)

Adaptive Conformal Regression with Split-Jackknife+ Scores. - Nicolas Deutschmann; Mattia Rigotti; María Rodríguez Martínez (Trans. Mach. Learn. Res., 2024)