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Jan Macdonald

Jan Macdonald

Technische Universität Berlin - Berlin / Germany
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AD Scientific Index ID: 5968558
Technical University of Berlin TU Berlin
person_outline Jan Macdonald's MOST POPULAR ARTICLES
1-) Solving Inverse Problems with Deep Neural Networks - Robustness Included? IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
2-) The Computational Complexity of Understanding Binary Classifier Decisions Journal of Artificial Intelligence Research 70, 351–387-351–387, 2021
3-) A Rate-Distortion Framework for Explaining Neural Network Decisions arXiv preprint arXiv:1905.11092, 2019
4-) Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning International Conference on Machine Learning, 7368-7381, 2022
5-) Interval Neural Networks: Uncertainty Scores arXiv preprint arXiv:2003.11566, 2020