Conformal Autoregressive Generation: Beam Search with Coverage GuaranteesNicolas DeutschmannMarvin Albertset al.2024AAAI 2024
Is Attention Interpretation? A Quantitative Assessment On SetsJonathan HaabNicolas Deutschmannet al.2022NeurIPS 2022
Fuzzy Logic for Biological Networks as ML Regression: Scaling to Single-Cell Datasets With AutogradConstance Le GacAlice Driessenet al.2022NeurIPS 2022
Modelling CAR T cell signalling using prior knowledge networksAlice DriessenRocío Castellanos Ruedaet al.2022ISMB 2022
Attention-based Interpretable Regression of Gene Expression in HistologyMara GrazianiNiccolò Mariniet al.2022MICCAI 2022
Is Attention Interpretation? A Quantitative Assessment On SetsJonathan HaabNicolas Deutschmannet al.2022ECML PKDD 2022
Adaptive Conformal Regression with Split-Jackknife+ ScoresNicolas DeutschmannMattia Rigottiet al.2024TMLR