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Limited-memory Common-directions Method for Distributed Optimization and its Application on Empirical Risk Minimization., , , and . SDM, page 732-740. SIAM, (2017)Limited-memory common-directions method for large-scale optimization: convergence, parallelization, and distributed optimization., , and . Math. Program. Comput., 14 (3): 543-591 (2022)Low-rank semidefinite programming for the MAX2SAT problem., and . CoRR, (2018)SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver, , , and . (2019)cite arxiv:1905.12149Comment: Accepted at ICML'19. The code can be found at https://github.com/locuslab/satnet.Support Vector Machines., and . Data Classification: Algorithms and Applications, CRC Press, (2014)Learning and Reasoning with Fast Semidefinite Programming and Mixing Methods.. Carnegie Mellon University, USA, (2022)TransAct: Transformer-based Realtime User Action Model for Recommendation at Pinterest., , , , , , , , , and . KDD, page 5249-5259. ACM, (2023)Polynomial Optimization Methods for Matrix Factorization., , and . AAAI, page 2710-2717. AAAI Press, (2017)The Mixing method: coordinate descent for low-rank semidefinite programming., , and . CoRR, (2017)Iteration complexity of feasible descent methods for convex optimization., and . J. Mach. Learn. Res., 15 (1): 1523-1548 (2014)