| Diverse rule sets G Zhang, A Gionis Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 18 | 2020 |
| Errors-in-variables modeling of personalized treatment-response trajectories G Zhang, RA Ashrafi, A Juuti, K Pietiläinen, P Marttinen IEEE Journal of Biomedical and Health Informatics 25 (1), 201-208, 2020 | 8 | 2020 |
| Regularized impurity reduction: accurate decision trees with complexity guarantees G Zhang, A Gionis Data mining and knowledge discovery 37 (1), 434-475, 2023 | 5 | 2023 |
| Coresets remembered and items forgotten: submodular maximization with deletions G Zhang, N Tatti, A Gionis 2022 IEEE International Conference on Data Mining (ICDM), 676-685, 2022 | 5* | 2022 |
| Maximizing diversity over clustered data G Zhang, A Gionis Proceedings of the 2020 SIAM International Conference on Data Mining, 649-657, 2020 | 4 | 2020 |
| Ranking with submodular functions on a budget G Zhang, N Tatti, A Gionis Data mining and knowledge discovery 36 (3), 1197-1218, 2022 | 3 | 2022 |
| Finding Favourite Tuples on Data Streams with Provably Few Comparisons G Zhang, N Tatti, A Gionis Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 1 | 2023 |
| Ranking with submodular functions on the fly G Zhang, N Tatti, A Gionis Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023 | | 2023 |
| Optimization beyond a single submodular function: Submodular optimization for ranking, decision trees and diversity G Zhang KTH Royal Institute of Technology, 2022 | | 2022 |
| Personalized Treatment-Response Trajectories: Errors-in-variables, Interpretability, and Causality G Zhang Aalto University, 2019 | | 2019 |
Aristides GionisKTH Royal Institute of Technology, and Aalto UniversityVerified email at kth.se
