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Preconditioning meets biased compression for efficient distributed optimization., , , , and . Comput. Manag. Sci., 21 (1): 14 (June 2024)Constrained Combinatorial Optimization with Reinforcement Learning., , and . CoRR, (2020)Distributed Fixed Point Methods with Compressed Iterates., , , , , and . CoRR, (2019)Distributed Inexact Damped Newton Method: Data Partitioning and Load-Balancing., and . CoRR, (2016)SANIA: Polyak-type Optimization Framework Leads to Scale Invariant Stochastic Algorithms., , , , and . CoRR, (2023)Remove that Square Root: A New Efficient Scale-Invariant Version of AdaGrad., , , , , and . CoRR, (2024)Reinforcement Learning for Solving Stochastic Vehicle Routing Problem with Time Windows., , , and . CoRR, (2024)Distributed Learning With Sparsified Gradient Differences., , , and . CoRR, (2022)Byzantine-Tolerant Methods for Distributed Variational Inequalities., , , , , , and . CoRR, (2023)FD-Net with Auxiliary Time Steps: Fast Prediction of PDEs using Hessian-Free Trust-Region Methods., , , , and . CoRR, (2019)