conftrace_

data deletion

17 papers

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Co-occurring keywords

machine unlearning (290) right to be forgotten (24) model update (27) linear model (94) linear regression (282) differential privacy (1016) fairness intervention (7) gdpr compliance (6) retraining efficiency (1) optimization problem (37)

Papers

Reconstruction Attacks on Machine Unlearning: Simple Models are Vulnerable NIPS 2024
Machine Unlearning via Null Space Calibration IJCAI 2024
DeRDaVa: Deletion-Robust Data Valuation for Machine Learning AAAI 2024
What makes unlearning hard and what to do about it NIPS 2024
Fair Machine Unlearning: Data Removal while Mitigating Disparities AISTATS 2024
K9db: Privacy-Compliant Storage For Web Applications By Construction OSDI 2023
Forget Unlearning: Towards True Data-Deletion in Machine Learning ICML 2023
Towards Bridging the Gaps between the Right to Explanation and the Right to be Forgotten ICML 2023
Repairing Neural Networks by Leaving the Right Past Behind NIPS 2022
Algorithms that Approximate Data Removal: New Results and Limitations NIPS 2022
Machine Unlearning for Random Forests ICML 2021
Online Forgetting Process for Linear Regression Models AISTATS 2021
Approximate Data Deletion from Machine Learning Models AISTATS 2021
Amnesiac Machine Learning AAAI 2021
Adaptive Machine Unlearning NIPS 2021
Descent-to-Delete: Gradient-Based Methods for Machine Unlearning ALT 2021
Making AI Forget You: Data Deletion in Machine Learning NIPS 2019