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ResIST: Layer-wise decomposition of ResNets for distributed training.

, , , and . UAI, volume 180 of Proceedings of Machine Learning Research, page 610-620. PMLR, (2022)

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Fixed-Rank Rayleigh Quotient Maximization by an MPSK Sequence., and . IEEE Trans. Commun., 62 (3): 961-975 (2014)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)Multi-Way Compressed Sensing for Sparse Low-Rank Tensors., and . IEEE Signal Process. Lett., 19 (11): 757-760 (2012)Robust Optimization-based Motion Planning for high-DOF Robots under Sensing Uncertainty., , and . ICRA, page 9724-9730. IEEE, (2021)Stackmix: a complementary mix algorithm., , and . UAI, volume 180 of Proceedings of Machine Learning Research, page 326-335. PMLR, (2022)Sparse PCA via Bipartite Matchings., , , and . NIPS, page 766-774. (2015)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)When is Momentum Extragradient Optimal? A Polynomial-Based Analysis., , , and . Trans. Mach. Learn. Res., (2024)Low-rank regularization and solution uniqueness in over-parameterized matrix sensing., , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 930-940. PMLR, (2020)