{"total":14,"rows":[{"id":"2410.03883","title":"DiSK: Differentially Private Optimizer with Simplified Kalman Filter for Noise Reduction","created":"2024-10-04","cited_by_count":11,"area":null},{"id":"2412.03752","title":"Beyond Local Sharpness: Communication-Efficient Global Sharpness-aware Minimization for Federated Learning","created":"2024-12-04","cited_by_count":8,"area":null},{"id":"2403.02571","title":"DPAdapter: Improving Differentially Private Deep Learning through Noise Tolerance Pre-training","created":"2024-03-05","cited_by_count":7,"area":null},{"id":"2405.18194","title":"Delving into Differentially Private Transformer","created":"2024-05-28","cited_by_count":5,"area":null},{"id":"2308.12018","title":"Bias-Aware Minimisation: Understanding and Mitigating Estimator Bias in Private SGD","created":"2023-08-23","cited_by_count":2,"area":null},{"id":"2404.13318","title":"Federated Learning for Heterogeneous Electronic Health Record Systems with Cost Effective Participant Selection","created":"2024-04-20","cited_by_count":1,"area":null},{"id":"2510.04027","title":"Multi-Class Support Vector Machine with Differential Privacy","created":"2025-10-05","cited_by_count":1,"area":null},{"id":"2512.19019","title":"Optimizer Dynamics at the Edge of Stability with Differential Privacy","created":"2025-12-22","cited_by_count":1,"area":null},{"id":"2602.10584","title":"When Gradient Clipping Becomes a Control Mechanism for Differential Privacy in Deep Learning","created":"2026-02-11","cited_by_count":1,"area":null},{"id":"2409.13645","title":"DP$^2$-FedSAM: Enhancing Differentially Private Federated Learning Through Personalized Sharpness-Aware Minimization","created":"2024-09-20","cited_by_count":0,"area":null},{"id":"2605.09890","title":"Deep Learning under Fractional-Order Differential Privacy","created":"2026-05-11","cited_by_count":0,"area":null},{"id":"2606.01908","title":"Private and Stable Test-Time Adaptation with Differential Privacy","created":"2026-06-01","cited_by_count":0,"area":null},{"id":"2608.26655","title":"When Privacy Hurts Mergeability: Geometry-Aware Model Merging under Differential Privacy","created":"2026-08-27","cited_by_count":0,"area":null},{"id":"2609.14778","title":"Privacy Preserving Gossip Learning","created":"2026-09-13","cited_by_count":0,"area":null}],"next_cursor":null}