{"total":17,"rows":[{"id":"2405.13763","title":"Banded Square Root Matrix Factorization for Differentially Private Model Training","created":"2024-05-22","cited_by_count":12,"area":null},{"id":"2408.08868","title":"A Hassle-free Algorithm for Private Learning in Practice: Don't Use Tree Aggregation, Use BLTs","created":"2024-08-16","cited_by_count":9,"area":null},{"id":"2412.07093","title":"Streaming Private Continual Counting via Binning","created":"2024-12-10","cited_by_count":7,"area":null},{"id":"2505.12128","title":"Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGD","created":"2025-05-17","cited_by_count":7,"area":null},{"id":"2502.06597","title":"Continual Release Moment Estimation with Differential Privacy","created":"2025-02-10","cited_by_count":5,"area":null},{"id":"2410.16161","title":"DMM: Distributed Matrix Mechanism for Differentially-Private Federated Learning Based on Constant-Overhead Linear Secret Resharing","created":"2024-10-21","cited_by_count":3,"area":null},{"id":"2504.04398","title":"Binned Group Algebra Factorization for Differentially Private Continual Counting","created":"2025-04-06","cited_by_count":3,"area":null},{"id":"2504.21413","title":"An Inversion Theorem for Buffered Linear Toeplitz (BLT) Matrices and Applications to Streaming Differential Privacy","created":"2025-04-30","cited_by_count":3,"area":null},{"id":"2509.14334","title":"Normalized Square Root: Sharper Matrix Factorization Bounds for Differentially Private Continual Counting","created":"2025-09-17","cited_by_count":3,"area":null},{"id":"2601.21636","title":"Sampling-Free Privacy Accounting for Matrix Mechanisms under Random Allocation","created":"2026-01-29","cited_by_count":3,"area":null},{"id":"2601.22334","title":"DP-{\\lambda}CGD: Efficient Noise Correlation for Differentially Private Model Training","created":"2026-01-29","cited_by_count":3,"area":null},{"id":"2506.15018","title":"Private Continual Counting of Unbounded Streams","created":"2025-06-17","cited_by_count":2,"area":null},{"id":"2511.17994","title":"Learning Rate Scheduling with Matrix Factorization for Private Training","created":"2025-11-22","cited_by_count":2,"area":null},{"id":"2510.05416","title":"Correlating Cross-Iteration Noise for DP-SGD using Model Curvature","created":"2025-10-06","cited_by_count":1,"area":null},{"id":"2603.19465","title":"Global Convergence of Multiplicative Updates for the Matrix Mechanism: A Collaborative Proof with Gemini 3","created":"2026-03-19","cited_by_count":0,"area":null},{"id":"2605.18379","title":"Beyond Square Roots: A Memory-Efficient Explicit Factorization for Multi-Epoch Private Learning","created":"2026-05-18","cited_by_count":0,"area":null},{"id":"2607.13928","title":"Plausible Deniability Guarantees for Whistleblowers","created":"2026-07-15","cited_by_count":0,"area":null}],"next_cursor":null}