Boström, Henrik

19 publications

ICML 2025 Prediction via Shapley Value Regression Amr Alkhatib, Roman Bresson, Henrik Boström, Michalis Vazirgiannis

AAAI 2024 A Simple and yet Fairly Effective Defense for Graph Neural Networks Sofiane Ennadir, Yassine Abbahaddou, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström

ICLR 2024 Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks Yassine Abbahaddou, Sofiane Ennadir, Johannes F. Lutzeyer, Michalis Vazirgiannis, Henrik Boström

ICMLW 2023 A Simple and yet Fairly Effective Defense for Graph Neural Networks Sofiane Ennadir, Yassine Abbahaddou, Michalis Vazirgiannis, Henrik Boström

ECML-PKDD 2022 Explaining Predictions by Characteristic Rules Amr Alkhatib, Henrik Boström, Michalis Vazirgiannis

NeurIPSW 2022 Structure-Aware Antibiotic Resistance Classification Using Graph Neural Networks Aymen Qabel, Sofiane Ennadir, Giannis Nikolentzos, Johannes F. Lutzeyer, Michail Chatzianastasis, Henrik Boström, Michalis Vazirgiannis

ECML-PKDD 2020 Orthogonal Mixture of Hidden Markov Models Negar Safinianaini, Camila P. E. de Souza, Henrik Boström, Jens Lagergren

MLJ 2019 Conformal and Probabilistic Prediction with Applications: Editorial Alexander Gammerman, Vladimir Vovk, Henrik Boström, Lars Carlsson

MLJ 2019 Efficient Venn Predictors Using Random Forests Ulf Johansson, Tuve Löfström, Henrik Linusson, Henrik Boström

JMLR 2019 Quantifying Uncertainty in Online Regression Forests Theodore Vasiloudis, Gianmarco De Francisci Morales, Henrik Boström

MLJ 2014 Regression Conformal Prediction with Random Forests Ulf Johansson, Henrik Boström, Tuve Löfström, Henrik Linusson

ALT 2002 Classification with Intersecting Rules Tony Lindgren, Henrik Boström

ECML-PKDD 1998 Predicate Invention and Learning from Positive Examples Only Henrik Boström

ICML 1996 Theory-Guideed Induction of Logic Programs by Inference of Regular Languages Henrik Boström

IJCAI 1995 Covering vs. Divide-and-Conquer for Top-Down Induction of Logic Programs Henrik Boström

ECML-PKDD 1995 JIGSAW: Puzzling Together RUTH and SPECTRE (Extended Abstract) Hilde Adé, Henrik Boström

ECML-PKDD 1995 Specialization of Recursive Predicates Henrik Boström

ECML-PKDD 1993 Improving Example-Guided Unfolding Henrik Boström

ICML 1990 Generalizing the Order of Goals as an Approach to Generalizing Number Henrik Boström