| Federated learning from small datasets M Kamp, J Fischer, J Vreeken arXiv preprint arXiv:2110.03469, 2021 | 30 | 2021 |
| Plant'n'Seek: Can You Find the Winning Ticket? J Fischer, R Burkholz arXiv preprint arXiv:2111.11153, 2021 | 22 | 2021 |
| Sets of robust rules, and how to find them J Fischer, J Vreeken Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019 | 20 | 2019 |
| Towards strong pruning for lottery tickets with non-zero biases J Fischer, R Burkholz arXiv preprint arXiv:2110.11150, 2021 | 13 | 2021 |
| Differentiable Pattern Set Mining J Fischer, J Vreeken Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 13 | 2021 |
| Integrative analysis of single-cell expression data reveals distinct regulatory states in bidirectional promoters F Behjati Ardakani, K Kattler, K Nordström, N Gasparoni, G Gasparoni, ... Epigenetics & chromatin 11 (1), 1-14, 2018 | 13 | 2018 |
| Discovering succinct pattern sets expressing co-occurrence and mutual exclusivity J Fischer, J Vreeken Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 11 | 2020 |
| What’s in the Box? Exploring the Inner Life of Neural Networks with Robust Rules J Fischer, A Oláh, J Vreeken International Conference on Machine Learning, 3352-3362, 2021 | 8 | 2021 |
| Label-Descriptive Patterns and Their Application to Characterizing Classification Errors MA Hedderich, J Fischer, D Klakow, J Vreeken International Conference on Machine Learning, 8691-8707, 2022 | 5 | 2022 |
| Lottery Tickets with Nonzero Biases J Fischer, A Gadhikar, R Burkholz arXiv preprint arXiv:2110.11150, 2021 | 3 | 2021 |
| Gene regulatory Networks Reveal Sex Difference in Lung Adenocarcinoma E Saha, MB Guebila, V Fanfani, J Fischer, KH Shutta, P Mandros, ... bioRxiv, 2023 | 2 | 2023 |
| Estimating Mutual Information via Geodesic kNN A Marx, J Fischer Proceedings of the 2022 SIAM International Conference on Data Mining (SDM …, 2022 | 2 | 2022 |
| Finding interpretable class-specific patterns through efficient neural search NP Walter, J Fischer, J Vreeken Proceedings of the AAAI Conference on Artificial Intelligence 38 (8), 9062-9070, 2024 | 1 | 2024 |
| Preserving local densities in low-dimensional embeddings J Fischer, R Burkholz, J Vreeken arXiv preprint arXiv:2301.13732, 2023 | 1 | 2023 |
| Biologically informed NeuralODEs for genome-wide regulatory dynamics I Hossain, V Fanfani, J Quackenbush, R Burkholz bioRxiv, 2023.02. 24.529835, 2023 | 1 | 2023 |
| Bayesian Optimized sample-specific Networks Obtained By Omics data (BONOBO) E Saha, V Fanfani, P Mandros, M Ben-Guebila, J Fischer, KH Shutta, ... bioRxiv, 2023.11. 16.567119, 2023 | 1 | 2023 |
| Factoring out prior knowledge from low-dimensional embeddings E Heiter, J Fischer, J Vreeken arXiv preprint arXiv:2103.01828, 2021 | 1 | 2021 |
| Sailing in high-dimensional spaces: Low-dimensional embeddings through angle preservation J Fischer, R Ma arXiv preprint arXiv:2406.09876, 2024 | | 2024 |
| BONOBO: Bayesian Optimized Sample-Specific Networks Obtained by Omics Data E Saha, V Fanfani, P Mandros, M Ben-Guebila, J Fischer, KH Shutta, ... International Conference on Research in Computational Molecular Biology, 328-331, 2024 | | 2024 |
| Not all tickets are equal and we know it: Guiding pruning with domain-specific knowledge I Hossain, J Fischer, R Burkholz, J Quackenbush arXiv preprint arXiv:2403.04805, 2024 | | 2024 |
Jilles VreekenCISPA Helmholtz Center for Information SecurityVerified email at cispa.de
