Henrik Boström
Kungliga Tekniska högskolan
H-index: 29
Europe-Sweden
Top articles of Henrik Boström
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Example-Based Explanations of Random Forest Predictions | Henrik Boström | 2024/4/16 | |
A Simple and Yet Fairly Effective Defense for Graph Neural Networks | AAAI Conference on Artificial Intelligence (AAAI) | Sofiane Ennadir Yassine Abbahaddou Johannes F Lutzeyer Michalis Vazirgiannis Henrik Boström | 2024/2/21 |
Can local explanation techniques explain linear additive models? | Data Mining and Knowledge Discovery | Amir Hossein Akhavan Rahnama Judith Bütepage Pierre Geurts Henrik Boström | 2024/1 |
Bounding the Expected Robustness of Graph Neural Networks Subject to Node Feature Attacks | Yassine ABBAHADDOU Sofiane ENNADIR Johannes F Lutzeyer Michalis Vazirgiannis Henrik Boström | 2023/10/13 | |
Interpretable graph neural networks for tabular data | arXiv preprint arXiv:2308.08945 | Amr Alkhatib Sofiane Ennadir Henrik Boström Michalis Vazirgiannis | 2023/8/17 |
Tutorial on using Conformal Predictive Systems in KNIME | Tuwe Lofstrom Alexander Bondaletov Artem Ryasik Henrik Bostrom Ulf Johansson | 2023/8/17 | |
Conformal predictive distribution trees | Annals of Mathematics and Artificial Intelligence | Ulf Johansson Tuwe Löfström Henrik Boström | 2023/6/3 |
Mondrian Predictive Systems for Censored Data | Henrik Bostrom Henrik Linusson Anders Vesterberg | 2023/8/17 | |
Conformalized Adversarial Attack Detection for Graph Neural Networks | Sofiane Ennadir Amr Alkhatib Henrik Bostrom Michalis Vazirgiannis | 2023/8/17 | |
Investigating the Contribution of Privileged Information in Knowledge Transfer LUPI by Explainable Machine Learning | Niharika Gauraha Henrik Bostrom | 2023/8/17 | |
UnboundAttack: Generating Unbounded Adversarial Attacks to Graph Neural Networks | Sofiane Ennadir Amr Alkhatib Giannis Nikolentzos Michalis Vazirgiannis Henrik Boström | 2023/11/28 | |
Approximating Score-based Explanation Techniques Using Conformal Regression | Amr Alkhatib Henrik Bostrom Sofiane Ennadir Ulf Johansson | 2023/8/17 | |
Confidence Classifiers with Guaranteed Accuracy or Precision | Ulf Johansson Cecilia Sonstrod Tuwe Lofstrom Henrik Bostrom | 2023/8/17 | |
pypi i crepes Follow | Henrik Boström | 2022 | |
Assessing Explanation Quality by Venn Prediction | Amr Alkhatib Henrik Boström Ulf Johansson | 2022/8/30 | |
Image keypoint matching using graph neural networks | Nancy Xu Giannis Nikolentzos Michalis Vazirgiannis Henrik Boström | 2022 | |
Conformal Regressors and Predictive Systems–a Gentle Introduction | Henrik Boström | 2022/8/24 | |
Structure-Aware Antibiotic Resistance Classification Using Graph Neural Networks | NeurIPS AI for Science Workshop | Aymen Qabel Sofiane Ennadir Giannis Nikolentzos Johannes F Lutzeyer Michail Chatzianastasis | 2022/1/1 |
Rule extraction with guarantees from regression models | Pattern Recognition | Ulf Johansson Cecilia Sönströd Tuwe Löfström Henrik Boström | 2022/6/1 |
Advancing Antibiotic Resistance Classification with Deep Learning Using Protein Sequence and Structure | bioRxiv | Aymen Qabel Sofiane Ennadir Giannis Nikolentzos Johannes F Lutzeyer Michail Chatzianastasis | 2022/10/8 |
Co-Authors
