Search Results for author: Motahhare Eslami

Found 2 papers, 0 papers with code

Understanding Practices, Challenges, and Opportunities for User-Engaged Algorithm Auditing in Industry Practice

no code implementations7 Oct 2022 Wesley Hanwen Deng, Bill Boyuan Guo, Alicia DeVrio, Hong Shen, Motahhare Eslami, Kenneth Holstein

Recent years have seen growing interest among both researchers and practitioners in user-engaged approaches to algorithm auditing, which directly engage users in detecting problematic behaviors in algorithmic systems.

Explaining the Black-box Smoothly- A Counterfactual Approach

no code implementations11 Jan 2021 Sumedha Singla, Motahhare Eslami, Brian Pollack, Stephen Wallace, Kayhan Batmanghelich

We adopted a Generative Adversarial Network (GAN) to generate a progressive set of perturbations to a query image, such that the classification decision changes from its original class to its negation.

Counterfactual Explanation Decision Making +2

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