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cs.LG2023
Navigating the Structured What-If Spaces: Counterfactual Generation via Structured Diffusion
Nishtha Madaan, Srikanta Bedathur
Generating counterfactual explanations is one of the most effective approaches for uncovering the inner workings of black-box neural network models and building user trust. While r…
cs.LG2022
DetAIL : A Tool to Automatically Detect and Analyze Drift In Language
Nishtha Madaan, Adithya Manjunatha, Hrithik Nambiar +4
Machine learning and deep learning-based decision making has become part of today's software. The goal of this work is to ensure that machine learning and deep learning-based syste…