Towards Bridging the Gaps between the Right to Explanation and the Right
to be Forgotten

Towards Bridging the Gaps between the Right to Explanation and the Right to be Forgotten

8 February 2023

Satyapriya Krishna

Jiaqi Ma

Himabindu Lakkaraju

Papers citing "Towards Bridging the Gaps between the Right to Explanation and the Right to be Forgotten"

8 / 8 papers shown

Title
Robust Counterfactual Explanations under Model Multiplicity Using Multi-Objective Optimization Keita Kinjo 34 1 0 10 Jan 2025
Machine Unlearning using a Multi-GAN based Model Amartya Hatua Trung T. Nguyen Andrew H. Sung GAN SyDa MU 25 0 0 26 Jul 2024
Interval Abstractions for Robust Counterfactual Explanations Junqi Jiang Francesco Leofante Antonio Rago Francesca Toni 38 1 0 21 Apr 2024
Robust Counterfactual Explanations in Machine Learning: A Survey Junqi Jiang Francesco Leofante Antonio Rago Francesca Toni OffRL CML 23 10 0 02 Feb 2024
Fair Machine Unlearning: Data Removal while Mitigating Disparities Alexander X. Oesterling Jiaqi Ma Flavio du Pin Calmon Hima Lakkaraju FaML MU 15 18 0 27 Jul 2023
Ticketed Learning-Unlearning Schemes Badih Ghazi Pritish Kamath Ravi Kumar Pasin Manurangsi Ayush Sekhari Chiyuan Zhang MU 24 7 0 27 Jun 2023
Towards Regulatable AI Systems: Technical Gaps and Policy Opportunities Xudong Shen H. Brown Jiashu Tao Martin Strobel Yao Tong Akshay Narayan Harold Soh Finale Doshi-Velez 16 3 0 22 Jun 2023
Adversarial attacks and defenses in explainable artificial intelligence: A survey Hubert Baniecki P. Biecek AAML 40 62 0 06 Jun 2023