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2020 – today
- 2024
[c5]Liwen Sun, Abhineet Agarwal, Aaron Kornblith, Bin Yu, Chenyan Xiong:
ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance. ICML 2024- [c4]Abhineet Agarwal, Anish Agarwal, Lorenzo Masoero, Justin Whitehouse:
Mutli-Armed Bandits with Network Interference. NeurIPS 2024 - [i7]Liwen Sun, Abhineet Agarwal, Aaron Kornblith, Bin Yu, Chenyan Xiong:
ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance. CoRR abs/2402.13448 (2024) - [i6]Abhineet Agarwal, Anish Agarwal, Lorenzo Masoero, Justin Whitehouse:
Multi-Armed Bandits with Network Interference. CoRR abs/2405.18621 (2024) - 2023
- [c3]Abhineet Agarwal, Anish Agarwal, Suhas Vijaykumar:
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions. NeurIPS 2023 - [i5]Abhineet Agarwal, Anish Agarwal, Suhas Vijaykumar:
Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions. CoRR abs/2303.14226 (2023) - [i4]Abhineet Agarwal, Ana M. Kenney, Yan Shuo Tan, Tiffany M. Tang, Bin Yu:
MDI+: A Flexible Random Forest-Based Feature Importance Framework. CoRR abs/2307.01932 (2023) - 2022
- [j1]James Duncan
, Rush Kapoor, Abhineet Agarwal, Chandan Singh, Bin Yu:
VeridicalFlow: a Python package for building trustworthy data science pipelines with PCS. J. Open Source Softw. 7(69): 3895 (2022) - [c2]Yan Shuo Tan, Abhineet Agarwal, Bin Yu:
A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds. AISTATS 2022: 9663-9685 - [c1]Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu:
Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models. ICML 2022: 111-135 - [i3]Yan Shuo Tan, Chandan Singh, Keyan Nasseri, Abhineet Agarwal, Bin Yu:
Fast Interpretable Greedy-Tree Sums (FIGS). CoRR abs/2201.11931 (2022) - [i2]Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu:
Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods. CoRR abs/2202.00858 (2022) - 2021
- [i1]Yan Shuo Tan, Abhineet Agarwal, Bin Yu:
A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds. CoRR abs/2110.09626 (2021)
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