1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Data-Aware and Scalable Sensitivity Analysis for Decision Tree Ensembles
Namrita Varshney, Ashutosh Gupta, Arhaan Ahmad +2
Decision tree ensembles are widely used in critical domains, making robustness and sensitivity analysis essential to their trustworthiness. We study the feature sensitivity problem…
cs.AI2024★ 1 cited
Integrating Explanations in Learning LTL Specifications from Demonstrations
Ashutosh Gupta, John Komp, Abhay Singh Rajput +3
This paper investigates whether recent advances in Large Language Models (LLMs) can assist in translating human explanations into a format that can robustly support learning Linear…