| Efficient decentralized deep learning by dynamic model averaging M Kamp, L Adilova, J Sicking, F Hüger, P Schlicht, T Wirtz, S Wrobel Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019 | 163 | 2019 |
| Relative Flatness and Generalization H Petzka, M Kamp, L Adilova, C Sminchisescu, M Boley Advances in Neural Information Processing Systems 34, 2021 | 92* | 2021 |
| LDA ensembles for interactive exploration and categorization of behaviors S Chen, N Andrienko, G Andrienko, L Adilova, J Barlet, J Kindermann, ... IEEE transactions on visualization and computer graphics 26 (9), 2775-2792, 2019 | 38 | 2019 |
| Guideline for Designing Trustworthy Artificial Intelligence M Poretschkin, A Schmitz, M Akila, L Adilova, D Becker, AB Cremers, ... Fraunhofer IAIS, 2023 | 36* | 2023 |
| Visual Analytics for Human-Centered Machine Learning N Andrienko, G Andrienko, L Adilova, S Wrobel IEEE Computer Graphics and Applications 42 (1), 123-133, 2022 | 30 | 2022 |
| Approaches to Uncertainty Quantification in Federated Deep Learning F Linsner, L Adilova, S Däubener, M Kamp, A Fischer Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021 | 18 | 2021 |
| Layer-wise Linear Mode Connectivity L Adilova, A Maksym, K Michael, F Asja, M Jaggi ICLR 2024, 2023 | 15 | 2023 |
| Guideline for Trustworthy Artificial Intelligence--AI Assessment Catalog M Poretschkin, A Schmitz, M Akila, L Adilova, D Becker, AB Cremers, ... arXiv preprint arXiv:2307.03681, 2023 | 10 | 2023 |
| On face recognition LR Adilova Intellectual systems 14, 73-84, 2010 | 10 | 2010 |
| Introducing noise in decentralized training of neural networks L Adilova, N Paul, P Schlicht ECML PKDD 2018 Workshops: DMLE 2018 and IoTStream 2018, Dublin, Ireland …, 2019 | 8 | 2019 |
| System misuse detection via informed behavior clustering and modeling L Adilova, L Natious, S Chen, O Thonnard, M Kamp 2019 49th Annual IEEE/IFIP International Conference on Dependable Systems …, 2019 | 7 | 2019 |
| ECML PKDD 2020 Workshops: Workshops of the European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2020): SoGood 2020, PDFL 2020, MLCS 2020 … I Koprinska, M Kamp, A Appice, C Loglisci, L Antonie, A Zimmermann, ... Springer Nature, 2021 | 6 | 2021 |
| Management System Support for Trustworthy Artificial Intelligence M Mock, A Schmitz, L Adilova, D Becker, AB Cremers, M Poretschkin Fraunhofer IAIS, 2021 | 6 | 2021 |
| Making Efficient Use of a Domain Expert's Time in Relation Extraction L Adilova, S Giesselbach, S Rüping arXiv preprint arXiv:1807.04687, 2018 | 6 | 2018 |
| Re-interpreting rules interpretability L Adilova, M Kamp, G Andrienko, N Andrienko International Journal of Data Science and Analytics, 1-21, 2023 | 4 | 2023 |
| Machine Learning and Principles and Practice of Knowledge Discovery in Databases M Kamp, I Koprinska, B Adrien, T Bouadi, B Frénay, L Galárraga, ... | 4 | 2021 |
| Information-Theoretic Perspective of Federated Learning L Adilova, J Rosenzweig, M Kamp arXiv preprint arXiv:1911.07652, 2019 | 4 | 2019 |
| Novelty Detection in Sequential Data by Informed Clustering and Modeling L Adilova, S Chen, M Kamp arXiv preprint arXiv:2103.03943, 2021 | 3 | 2021 |
| Information Plane Analysis for Dropout Neural Networks L Adilova, BC Geiger, A Fischer ICLR2023, 2023 | 2 | 2023 |
| Machine Learning and Principles and Practice of Knowledge Discovery in Databases: International Workshops of ECML PKDD 2021, Virtual Event, September 13-17, 2021, Proceedings … M Kamp, I Koprinska, A Bibal, T Bouadi, B Frénay, L Galárraga, J Oramas, ... Springer Nature, 2022 | 2 | 2022 |
Michael KampInstitute for AI in Medicine (IKIM) at UK Essen and Ruhr-University Bochumuk-essen.de의 이메일 확인됨