| Modeling for COVID-19 college reopening decisions: Cornell, a case study PI Frazier, JM Cashore, N Duan, SG Henderson, A Janmohamed, B Liu, ... Proceedings of the National Academy of Sciences 119 (2), e2112532119, 2022 | 48 | 2022 |
| Impact of accuracy on model interpretations B Liu, M Udell arXiv preprint arXiv:2011.09903, 2020 | 10 | 2020 |
| Controlburn: Feature selection by sparse forests B Liu, M Xie, M Udell Proceedings of the 27th ACM SIGKDD conference on knowledge discovery & data …, 2021 | 9 | 2021 |
| Forestprune: Compact depth-pruned tree ensembles B Liu, R Mazumder International Conference on Artificial Intelligence and Statistics, 9417-9428, 2023 | 4 | 2023 |
| Analyzing the Spotify Top 200 Through a Point Process Lens M Harris, B Liu, C Park, R Ramireddy, G Ren, M Ren, S Yu, A Daw, ... arXiv preprint arXiv:1910.01445, 2019 | 4 | 2019 |
| FIRE: An Optimization Approach for Fast Interpretable Rule Extraction B Liu, R Mazumder Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 1 | 2023 |
| ControlBurn: Nonlinear Feature Selection with Sparse Tree Ensembles B Liu, M Xie, H Yang, M Udell arXiv preprint arXiv:2207.03935, 2022 | 1 | 2022 |
| Randomization Can Reduce Both Bias and Variance: A Case Study in Random Forests B Liu, R Mazumder arXiv preprint arXiv:2402.12668, 2024 | | 2024 |
| FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML B Liu, R Mazumder arXiv preprint arXiv:2402.12630, 2024 | | 2024 |
| Modeling the Risk of In-Person Instruction during the COVID-19 Pandemic B Liu, Y Zhang, SG Henderson, DB Shmoys, PI Frazier arXiv preprint arXiv:2310.04563, 2023 | | 2023 |
