Dhurandhar, Amit
33 publications
ECCV
2024
Integrating Markov Blanket Discovery into Causal Representation Learning for Domain Generalization
NeurIPSW
2024
Protecting Users from Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
NeurIPS
2023
Locally Invariant Explanations: Towards Stable and Unidirectional Explanations Through Local Invariant Learning
NeurIPS
2022
Is This the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations
AISTATS
2021
Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions
MLOSS
2020
AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models