| D-VAE: A Variational Autoencoder for Directed Acyclic Graphs M Zhang, S Jiang, Z Cui, R Garnett, Y Chen NeurIPS 2019, 2019 | 195 | 2019 |
| Beyond link prediction: Predicting hyperlinks in adjacency space M Zhang, Z Cui, S Jiang, Y Chen Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018 | 135 | 2018 |
| Efficient approximation of cross-validation for kernel methods using Bouligand influence function Y Liu, S Jiang, S Liao International conference on machine learning, 324-332, 2014 | 66 | 2014 |
| Efficient Nonmyopic Active Search S Jiang, G Malkomes, G Converse, A Shofner, B Moseley, R Garnett Proceedings of the 34th International Conference on Machine Learning 70 …, 2017 | 61 | 2017 |
| BINOCULARS for efficient, nonmyopic sequential experimental design S Jiang, H Chai, J Gonzalez, R Garnett International Conference on Machine Learning, 4794-4803, 2020 | 59* | 2020 |
| Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees S Jiang, DR Jiang, M Balandat, B Karrer, JR Gardner, R Garnett arXiv preprint arXiv:2006.15779, 2020 | 50 | 2020 |
| Fast cross-validation for kernel-based algorithms Y Liu, S Liao, S Jiang, L Ding, H Lin, W Wang IEEE transactions on pattern analysis and machine intelligence 42 (5), 1083-1096, 2019 | 46 | 2019 |
| Efficient nonmyopic batch active search S Jiang, G Malkomes, M Abbott, B Moseley, R Garnett Advances in Neural Information Processing Systems 31, 2018 | 32 | 2018 |
| Cost effective active search S Jiang, R Garnett, B Moseley Advances in Neural Information Processing Systems 32, 2019 | 21 | 2019 |
| Eigenvalues perturbation of integral operator for kernel selection Y Liu, S Jiang, S Liao Proceedings of the 22nd ACM international conference on Information …, 2013 | 17 | 2013 |
| Efficient nonmyopic active search with applications in drug and materials discovery S Jiang, G Malkomes, B Moseley, R Garnett arXiv preprint arXiv:1811.08871, 2018 | 9 | 2018 |
| Nearly optimal risk bounds for kernel k-means Y Liu, L Ding, H Zhang, W Ren, X Zhang, S Jiang, X Liu, W Wang arXiv preprint arXiv:2003.03888, 2020 | 2 | 2020 |
| Efficient Nonmyopic Sequential Experimental Design S Jiang Washington University in St. Louis, 2020 | | 2020 |
| Health identification of traditional Chinese medicine with tongue images C Feng, S Jiang, H Wang, S Liao 2013 International Conference on Machine Learning and Cybernetics 1, 398-399, 2013 | | 2013 |
| BINOCULARS for Efficient, Nonmyopic Sequential Experimental Design: Supplementary Material S Jiang, H Chai, J Gonzalez, R Garnett | | |
Roman GarnettWashington University in St. LouisVerified email at wustl.edu
