Abhineet Agarwal

According to our database, Abhineet Agarwal authored at least 8 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

ED-Copilot: Reduce Emergency Department Wait Time with Language Model Diagnostic Assistance.

Liwen Sun, Abhineet Agarwal, Aaron Kornblith, Bin Yu, Chenyan Xiong

CoRR, 2024

2023

MDI+: A Flexible Random Forest-Based Feature Importance Framework.

Abhineet Agarwal, Ana M. Kenney, Yan Shuo Tan, Tiffany M. Tang, Bin Yu

CoRR, 2023

Synthetic Combinations: A Causal Inference Framework for Combinatorial Interventions.

Abhineet Agarwal, Anish Agarwal, Suhas Vijaykumar

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

VeridicalFlow: a Python package for building trustworthy data science pipelines with PCS.

James Duncan, Rush Kapoor, Abhineet Agarwal, Chandan Singh, Bin Yu

J. Open Source Softw., 2022

Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods.

Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu

CoRR, 2022

Fast Interpretable Greedy-Tree Sums (FIGS).

Yan Shuo Tan, Chandan Singh, Keyan Nasseri, Abhineet Agarwal, Bin Yu

CoRR, 2022

Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models.

Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu

Proceedings of the International Conference on Machine Learning, 2022

A cautionary tale on fitting decision trees to data from additive models: generalization lower bounds.

Yan Shuo Tan, Abhineet Agarwal, Bin Yu

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022