{"total":14,"rows":[{"id":"2206.00187","title":"DisPFL: Towards Communication-Efficient Personalized Federated Learning via Decentralized Sparse Training","created":"2022-06-01","cited_by_count":74,"area":null},{"id":"2206.07284","title":"A Survey on Gradient Inversion: Attacks, Defenses and Future Directions","created":"2022-06-15","cited_by_count":40,"area":null},{"id":"2203.16828","title":"Rethinking Portrait Matting with Privacy Preserving","created":"2022-03-31","cited_by_count":25,"area":null},{"id":"2102.02976","title":"Generalization Bounds for Noisy Iterative Algorithms Using Properties of Additive Noise Channels","created":"2021-02-05","cited_by_count":15,"area":null},{"id":"2502.17607","title":"Synthetic Text Generation for Training Large Language Models via Gradient Matching","created":"2025-02-24","cited_by_count":10,"area":null},{"id":"2406.00431","title":"SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overhead","created":"2024-06-01","cited_by_count":9,"area":null},{"id":"2510.27504","title":"DP-FedPGN: Finding Global Flat Minima for Differentially Private Federated Learning via Penalizing Gradient Norm","created":"2025-10-31","cited_by_count":9,"area":null},{"id":"2101.06417","title":"Bayesian Inference Forgetting","created":"2021-01-16","cited_by_count":7,"area":null},{"id":"2305.00873","title":"Towards the Flatter Landscape and Better Generalization in Federated Learning under Client-level Differential Privacy","created":"2023-05-01","cited_by_count":5,"area":null},{"id":"2303.00501","title":"OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System","created":"2023-03-01","cited_by_count":2,"area":null},{"id":"2104.00159","title":"Towards Prior-Free Approximately Truthful One-Shot Auction Learning via Differential Privacy","created":"2021-03-31","cited_by_count":1,"area":null},{"id":"2112.06281","title":"Spatial-Temporal-Fusion BNN: Variational Bayesian Feature Layer","created":"2021-12-12","cited_by_count":1,"area":null},{"id":"2202.06880","title":"Black-Box Generalization: Stability of Zeroth-Order Learning","created":"2022-02-14","cited_by_count":1,"area":null},{"id":"2410.11444","title":"A Theoretical Survey on Foundation Models","created":"2024-10-15","cited_by_count":1,"area":null}],"next_cursor":null}