| Towards optimal off-policy evaluation for reinforcement learning with marginalized importance sampling T Xie, Y Ma, YX Wang Advances in Neural Information Processing Systems 32, 2019 | 184 | 2019 |
| Zero-Shot Recommender Systems H Ding, Y Ma, A Deoras, Y Wang, H Wang arXiv preprint arXiv:2105.08318, 2021 | 75 | 2021 |
| Temporal-Contextual Recommendation in Real-Time Y Ma, B Narayanaswamy, H Lin, H Ding Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 73 | 2020 |
| Σ-Optimality for Active Learning on Gaussian Random Fields. Y Ma, R Garnett, JG Schneider Advances in Neural Information Processing Systems, 2751-2759, 2013 | 73 | 2013 |
| Active Search and Bandits on Graphs using Sigma-Optimality. Y Ma, TK Huang, JG Schneider UAI 542, 551, 2015 | 50 | 2015 |
| Robust support vector machine using least median loss penalty Y Ma, L Li, X Huang, S Wang IFAC Proceedings Volumes 44 (1), 11208-11213, 2011 | 31 | 2011 |
| Imitation-regularized offline learning Y Ma, YX Wang, B Narayanaswamy The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 27 | 2019 |
| Trajectory-optimized sensing for active search of tissue abnormalities in robotic surgery H Salman, E Ayvali, RA Srivatsan, Y Ma, N Zevallos, R Yasin, L Wang, ... 2018 IEEE International Conference on Robotics and Automation (ICRA), 5356-5363, 2018 | 27 | 2018 |
| MidiFind: fast and effective similarity searching in large MIDI databases T Huang, G Xia, Y Ma, R Dannenberg, C Faloutsos Proceedings of the 10th International Symposium on Computer Music …, 2013 | 26 | 2013 |
| Active area search via Bayesian quadrature Y Ma, R Garnett, J Schneider Artificial intelligence and statistics, 595-603, 2014 | 22 | 2014 |
| Dynamic mini-batch sgd for elastic distributed training: Learning in the limbo of resources H Lin, H Zhang, Y Ma, T He, Z Zhang, S Zha, M Li arXiv preprint arXiv:1904.12043, 2019 | 21 | 2019 |
| Active pointillistic pattern search Y Ma, D Sutherland, R Garnett, J Schneider Artificial Intelligence and Statistics, 672-680, 2015 | 21 | 2015 |
| Active Search for Sparse Signals with Region Sensing Y Ma, R Garnett, J Schneider Data-Efficient Machine Learning, ICML Workshop On, 2016 | 17 | 2016 |
| Midifind: Similarity search and popularity mining in large midi databases G Xia, T Huang, Y Ma, R Dannenberg, C Faloutsos International Symposium on Computer Music Multidisciplinary Research, 259-276, 2013 | 6 | 2013 |
| Submodularity in batch active learning and survey problems on gaussian random fields Y Ma, R Garnett, J Schneider arXiv preprint arXiv:1209.3694, 2012 | 5 | 2012 |
| Bridging Recommendation and Marketing via Recurrent Intensity Modeling Y Ma, G Liu, A Deoras International Conference on Learning Representations, 2021 | 3 | 2021 |
| Marginalized Off-Policy Evaluation for Reinforcement Learning T Xie, YX Wang, Y Ma NeurIPS 2018 Workshop on Causal Learning, 2018 | 3 | 2018 |
| Hierarchical Temporal-Contextual Recommenders Y Ma, MB Narayanaswamy NIPS workshop on modeling and decision-making in the spatiotemporal domain, 2018 | 1* | 2018 |
| Fast bayesian optimization via conjugate sampling Y Ma, R Garnett, J Schneider, AG Wilson NIPS 2016 Workshop on Practical Bayesian Nonparametric, 2017b 5, 0 | 1 | |
| Recurrent Exploration Networks for Recommender Systems H Wang, Y Ma, H Ding, B Wang | | 2020 |
Roman GarnettWashington University in St. LouisVerified email at wustl.edu
