Neural network approximation based on hausdorff distance of tropical zonotopes P Misiakos, G Smyrnis, G Retsinas, P Maragos International Conference on Learning Representations, 2021 | 5 | 2021 |
Diagonalizable shift and filters for directed graphs based on the Jordan-Chevalley decomposition P Misiakos, C Wendler, M Püschel ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 5 | 2020 |
The CausalBench challenge: A machine learning contest for gene network inference from single-cell perturbation data M Chevalley, J Sackett-Sanders, Y Roohani, P Notin, A Bakulin, ... arXiv preprint arXiv:2308.15395, 2023 | 4 | 2023 |
Learning DAGs from data with few root causes P Misiakos, C Wendler, M Püschel Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
Learning Gene Regulatory Networks under Few Root Causes assumption. P Misiakos, C Wendler, M Püschel | 1 | 2023 |
Learning signals and graphs from time-series graph data with few causes P Misiakos, V Mihal, M Püschel ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |