{"total":16,"rows":[{"id":"2102.07091","title":"Decentralized Riemannian Gradient Descent on the Stiefel Manifold","created":"2021-02-14","cited_by_count":33,"area":null},{"id":"2102.03990","title":"DeEPCA: Decentralized Exact PCA with Linear Convergence Rate","created":"2021-02-08","cited_by_count":18,"area":null},{"id":"2101.01300","title":"A Linearly Convergent Algorithm for Distributed Principal Component Analysis","created":"2021-01-05","cited_by_count":8,"area":null},{"id":"2101.09346","title":"On the Local Linear Rate of Consensus on the Stiefel Manifold","created":"2021-01-22","cited_by_count":8,"area":null},{"id":"2308.10547","title":"Decentralized Riemannian Conjugate Gradient Method on the Stiefel Manifold","created":"2023-08-21","cited_by_count":7,"area":null},{"id":"2103.06406","title":"Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation","created":"2021-03-11","cited_by_count":4,"area":null},{"id":"2406.00621","title":"Log-Scale Quantization in Distributed First-Order Methods: Gradient-based Learning from Distributed Data","created":"2024-06-02","cited_by_count":4,"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":"2202.03346","title":"Variance reduced stochastic optimization over directed graphs with row and column stochastic weights","created":"2022-02-07","cited_by_count":2,"area":null},{"id":"2208.13643","title":"A Variance-Reduced Stochastic Gradient Tracking Algorithm for Decentralized Optimization with Orthogonality Constraints","created":"2022-08-29","cited_by_count":2,"area":null},{"id":"2303.00755","title":"Cloud K-SVD for Image Denoising","created":"2023-03-01","cited_by_count":1,"area":null},{"id":"2303.17779","title":"Decentralized Weakly Convex Optimization Over the Stiefel Manifold","created":"2023-03-31","cited_by_count":1,"area":null},{"id":"2506.07351","title":"Decentralized Optimization on Compact Submanifolds by Quantized Riemannian Gradient Tracking","created":"2025-06-09","cited_by_count":1,"area":null},{"id":"2211.03628","title":"Decentralized Complete Dictionary Learning via $\\ell^{4}$-Norm Maximization","created":"2022-11-07","cited_by_count":0,"area":null},{"id":"2409.04998","title":"A Double Tracking Method for Optimization with Decentralized Generalized Orthogonality Constraints","created":"2024-09-08","cited_by_count":0,"area":null},{"id":"2602.03682","title":"Improved Analysis of the Accelerated Noisy Power Method with Applications to Decentralized PCA","created":"2026-02-03","cited_by_count":0,"area":null}],"next_cursor":null}