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Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout.

, , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 6630-6660. PMLR, (2023)

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Multi-Way Compressed Sensing for Sparse Low-Rank Tensors., and . IEEE Signal Process. Lett., 19 (11): 757-760 (2012)Run Procrustes, Run! On the convergence of accelerated Procrustes Flow., , , and . CoRR, (2018)Optimal Mini-Batch Size Selection for Fast Gradient Descent., , , , , and . CoRR, (2019)A Simple and Provable Algorithm for Sparse Diagonal CCA., , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1148-1157. JMLR.org, (2016)Dropping Convexity for Faster Semi-definite Optimization., , and . COLT, volume 49 of JMLR Workshop and Conference Proceedings, page 530-582. JMLR.org, (2016)Fixed-Rank Rayleigh Quotient Maximization by an MPSK Sequence., and . IEEE Trans. Commun., 62 (3): 961-975 (2014)Adaptive Federated Learning with Auto-Tuned Clients., , , and . CoRR, (2023)Fast FixMatch: Faster Semi-Supervised Learning with Curriculum Batch Size., , and . CoRR, (2023)Stackmix: a complementary mix algorithm., , and . UAI, volume 180 of Proceedings of Machine Learning Research, page 326-335. PMLR, (2022)Robust Optimization-based Motion Planning for high-DOF Robots under Sensing Uncertainty., , and . ICRA, page 9724-9730. IEEE, (2021)