{"total":14,"rows":[{"id":"2202.11205","title":"Constant matters: Fine-grained Complexity of Differentially Private Continual Observation","created":"2022-02-23","cited_by_count":23,"area":null},{"id":"2404.16706","title":"Efficient and Near-Optimal Noise Generation for Streaming Differential Privacy","created":"2024-04-25","cited_by_count":17,"area":null},{"id":"2307.08970","title":"A Unifying Framework for Differentially Private Sums under Continual Observation","created":"2023-07-18","cited_by_count":15,"area":null},{"id":"2401.14645","title":"Omnipredictors for Regression and the Approximate Rank of Convex Functions","created":"2024-01-26","cited_by_count":15,"area":null},{"id":"2407.03250","title":"When big data actually are low-rank, or entrywise approximation of certain function-generated matrices","created":"2024-07-03","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":"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":"2511.17994","title":"Learning Rate Scheduling with Matrix Factorization for Private Training","created":"2025-11-22","cited_by_count":2,"area":null},{"id":"2406.02716","title":"Optimal Rates for $O(1)$-Smooth DP-SCO with a Single Epoch and Large Batches","created":"2024-06-04","cited_by_count":1,"area":null},{"id":"2603.10099","title":"Denoising the US Census: Succinct Block Hierarchical Regression","created":"2026-03-10","cited_by_count":1,"area":null},{"id":"2607.00876","title":"The Binary Tree Mechanism is Optimal for Differentially Private Continual Counting","created":"2026-07-01","cited_by_count":1,"area":null},{"id":"2608.28150","title":"Intrinsic Interaction Geometry Controls the Low-Rank Complexity of Softmax Attention","created":"2026-08-28","cited_by_count":1,"area":null},{"id":"2406.02140","title":"Optimality of Matrix Mechanism on $\\ell_p^p$-metric","created":"2024-06-04","cited_by_count":0,"area":null},{"id":"2601.02257","title":"Improved Accuracy for Private Continual Cardinality Estimation in Fully Dynamic Streams via Matrix Factorization","created":"2026-01-05","cited_by_count":0,"area":null}],"next_cursor":null}