| Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models. A Agarwal*, YS Tan*, O Ronen, C Singh, B Yu International Conference on Machine Learning, 111-135, 2022 | 54 | 2022 |
| Fast interpretable greedy-tree sums (FIGS) YS Tan*, C Singh*, K Nasseri*, A Agarwal*, J Duncan, O Ronen, ... arXiv preprint arXiv:2201.11931, 2022 | 36 | 2022 |
| MDI+: A Flexible Random Forest-Based Feature Importance Framework A Agarwal*, AM Kenney*, YS Tan*, TM Tang*, B Yu arXiv preprint arXiv:2307.01932, 2023 | 16 | 2023 |
| A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds YS Tan, A Agarwal, B Yu International Conference on Artificial Intelligence and Statistics, 9663-9685, 2022 | 15 | 2022 |
| VeridicalFlow: a Python package for building trustworthy data science pipelines with PCS J Duncan*, R Kapoor*, A Agarwal*, C Singh*, B Yu Journal of Open Source Software 7 (69), 3895, 2022 | 7 | 2022 |
| Synthetic combinations: A causal inference framework for combinatorial interventions A Agarwal, A Agarwal, S Vijaykumar Advances in Neural Information Processing Systems 36, 19195-19216, 2023 | 6 | 2023 |
| Epistasis regulates genetic control of cardiac hypertrophy Q Wang, T Tang, N Youlton, C Weldy, A Kenney, O Ronen, W Hughes, ... https://www.medrxiv.org/content/early/2023/11/09/2023.11.06.23297858, 2023 | 3 | 2023 |
| Multi-Armed Bandits with Network Interference A Agarwal, A Agarwal, L Masoero, J Whitehouse arXiv preprint arXiv:2405.18621, 2024 | 2 | 2024 |
| ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance L Sun, A Agarwal, A Kornblith, B Yu, C Xiong International Conference on Machine Learning (ICML), 2024 | 1 | 2024 |
| Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions A Agarwal, A Agarwal, S Vijaykumar arXiv preprint arXiv:2303.14226, 2024 | | 2024 |
| An online dashboard for tracking, comparing, and forecasting COVID-19 in counties across the US D Wang, M Shen, J Duncan, C Singh, T Tang, Y Wang, N Altieri, X Li, ... | | |
Bin YUProfessor of Statistics and EECS, UC BerkeleyVerified email at stat.berkeley.edu
