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A Communication-Efficient Decentralized Newton's Method With Provably Faster Convergence.

, , , and . IEEE Trans. Signal Inf. Process. over Networks, (2023)

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On the Estimation Performance and Convergence Rate of the Generalized Power Method for Phase Synchronization., , and . SIAM J. Optimization, 27 (4): 2426-2446 (2017)A Communication-Efficient Decentralized Newton's Method With Provably Faster Convergence., , , and . IEEE Trans. Signal Inf. Process. over Networks, (2023)Low-Cost Lipschitz-Independent Adaptive Importance Sampling of Stochastic Gradients., , , and . ICPR, page 2150-2157. IEEE, (2020)Joint Distribution Adaptation via Wasserstein Adversarial Training., , , and . IJCNN, page 1-8. IEEE, (2021)A Convergent Single-Loop Algorithm for Relaxation of Gromov-Wasserstein in Graph Data., , , , , , and . ICLR, OpenReview.net, (2023)Globally Convergent Accelerated Proximal Alternating Maximization Method for L1-Principal Component Analysis., , and . ICASSP, page 8147-8151. IEEE, (2019)A Novel Small-scale Turtle-inspired Amphibious Spherical Robot., , , , , , , , and . IROS, page 1702-1707. IEEE, (2019)Quadratic optimization with orthogonality constraint: explicit Łojasiewicz exponent and linear convergence of retraction-based line-search and stochastic variance-reduced gradient methods., , and . Math. Program., 178 (1-2): 215-262 (2019)A Unified Approach to Synchronization Problems over Subgroups of the Orthogonal Group., , and . CoRR, (2020)Linear Convergence of a Proximal Alternating Minimization Method with Extrapolation for \(\ell_1\) -Norm Principal Component Analysis., , and . SIAM J. Optim., 33 (2): 684-712 (2023)