| A framework for deep constrained clustering-algorithms and advances H Zhang, S Basu, I Davidson Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020 | 66 | 2020 |
| Towards fair deep anomaly detection H Zhang, I Davidson Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021 | 40 | 2021 |
| A framework for deep constrained clustering H Zhang, T Zhan, S Basu, I Davidson Data Mining and Knowledge Discovery 35, 593-620, 2021 | 33 | 2021 |
| Deep fair discriminative clustering H Zhang, I Davidson arXiv preprint arXiv:2105.14146, 2021 | 14 | 2021 |
| A self-supervised deep learning framework for unsupervised few-shot learning and clustering H Zhang, T Zhan, I Davidson Pattern Recognition Letters 148, 75-81, 2021 | 13 | 2021 |
| A graph-based approach for active learning in regression H Zhang, SS Ravi, I Davidson Proceedings of the 2020 SIAM International Conference on Data Mining, 280-288, 2020 | 12 | 2020 |
| Deep descriptive clustering H Zhang, I Davidson Proceedings of the Thirtieth International Joint Conference on Artificial …, 2021 | 8 | 2021 |
| One-class predictive autoencoder towards unsupervised anomaly detection on industrial time series H Zhang, F Cheng, A Pandey | 1 | 2022 |
Ian DavidsonProfessor of Computer Science, University of California - DavisVerified email at cs.ucdavis.edu
