{"total":15,"rows":[{"id":"2503.06339","title":"Learning to Unlearn while Retaining: Combating Gradient Conflicts in Machine Unlearning","created":"2025-03-08","cited_by_count":19,"area":"safety"},{"id":"2503.06991","title":"Are We Truly Forgetting? A Critical Re-examination of Machine Unlearning Evaluation Protocols","created":"2025-03-10","cited_by_count":18,"area":"safety"},{"id":"2411.15537","title":"MUNBa: Machine Unlearning via Nash Bargaining","created":"2024-11-23","cited_by_count":17,"area":"safety"},{"id":"2506.06486","title":"A Certified Unlearning Approach without Access to Source Data","created":"2025-06-06","cited_by_count":9,"area":"safety"},{"id":"2503.02312","title":"Go Beyond Your Means: Unlearning with Per-Sample Gradient Orthogonalization","created":"2025-03-04","cited_by_count":7,"area":"safety"},{"id":"2601.13578","title":"FG-OrIU: Towards Better Forgetting via Feature-Gradient Orthogonality for Incremental Unlearning","created":"2026-01-20","cited_by_count":6,"area":"safety"},{"id":"2602.05375","title":"Erase at the Core: Representation Unlearning for Machine Unlearning","created":"2026-02-05","cited_by_count":5,"area":"safety"},{"id":"2503.14900","title":"Deep Contrastive Unlearning for Language Models","created":"2025-03-19","cited_by_count":4,"area":"safety"},{"id":"2506.06073","title":"System-Aware Unlearning Algorithms: Use Lesser, Forget Faster","created":"2025-06-06","cited_by_count":4,"area":"safety"},{"id":"2604.15166","title":"Class Unlearning via Depth-Aware Removal of Forget-Specific Directions","created":"2026-04-16","cited_by_count":4,"area":"safety"},{"id":"2506.20893","title":"On the Necessity of Output Distribution Reweighting for Effective Class Unlearning","created":"2025-06-25","cited_by_count":3,"area":"safety"},{"id":"2508.01620","title":"IMU: Influence-guided Machine Unlearning","created":"2025-08-03","cited_by_count":1,"area":"safety"},{"id":"2509.17241","title":"TraceHiding: Scalable Machine Unlearning for Mobility Data","created":"2025-09-21","cited_by_count":0,"area":"safety"},{"id":"2602.06187","title":"$f$-FUM: Federated Unlearning via min--max and $f$-divergence","created":"2026-02-05","cited_by_count":0,"area":"safety"},{"id":"2605.05871","title":"Retain-Neutral Surrogates for Min-Max Unlearning","created":"2026-05-07","cited_by_count":0,"area":"safety"}],"next_cursor":null}