{"total":15,"rows":[{"id":"2102.03646","title":"Streaming k-PCA: Efficient guarantees for Oja's algorithm, beyond rank-one updates","created":"2021-02-06","cited_by_count":21,"area":null},{"id":"2104.00512","title":"On the Optimality of the Oja's Algorithm for Online PCA","created":"2021-03-31","cited_by_count":11,"area":null},{"id":"2106.14857","title":"Bootstrapping the error of Oja's algorithm","created":"2021-06-28","cited_by_count":11,"area":null},{"id":"2402.07240","title":"Oja's Algorithm for Streaming Sparse PCA","created":"2024-02-11","cited_by_count":9,"area":null},{"id":"2303.04555","title":"Streaming Kernel PCA Algorithm With Small Space","created":"2023-03-08","cited_by_count":5,"area":null},{"id":"2108.12373","title":"FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis","created":"2021-08-27","cited_by_count":3,"area":null},{"id":"2510.22440","title":"Low-Precision Streaming PCA","created":"2025-10-25","cited_by_count":3,"area":null},{"id":"2408.10332","title":"Spectral Guarantees for Adversarial Streaming PCA","created":"2024-08-19","cited_by_count":2,"area":null},{"id":"2305.16424","title":"SketchOGD: Memory-Efficient Continual Learning","created":"2023-05-25","cited_by_count":1,"area":null},{"id":"2512.01231","title":"Implicitly Normalized Online PCA: A Regularized Algorithm with Exact High-Dimensional Dynamics","created":"2025-12-01","cited_by_count":1,"area":null},{"id":"2609.26508","title":"Gap-Free Streaming PCA Beyond Rank-One Updates: Near-Optimal Rates and Applications to Differential Privacy","created":"2026-09-22","cited_by_count":1,"area":null},{"id":"2110.03273","title":"AgFlow: Fast Model Selection of Penalized PCA via Implicit Regularization Effects of Gradient Flow","created":"2021-10-07","cited_by_count":0,"area":null},{"id":"2210.14077","title":"Eigen Memory Trees","created":"2022-10-25","cited_by_count":0,"area":null},{"id":"2505.10882","title":"Global Convergence of Adaptive Sensing for Principal Eigenvector Estimation","created":"2025-05-16","cited_by_count":0,"area":null},{"id":"2608.04406","title":"Incremental Aggregation on the Grassmannian for Asynchronous Eigenspace Computation","created":"2026-08-05","cited_by_count":0,"area":null}],"next_cursor":null}