Near-Optimal Decentralized Algorithms for Saddle Point Problems over Time-Varying Networks

Author:

Beznosikov Aleksandr,Rogozin Alexander,Kovalev Dmitry,Gasnikov Alexander

Publisher

Springer International Publishing

Reference32 articles.

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2. Arjovsky, M., Chintala, S., Bottou, L.: Wasserstein generative adversarial networks. In: Proceedings of the 34th International Conference on Machine Learning (ICML), vol. 70, no. 1, pp. 214–223 (2017)

3. Bertsekas, D.P., Tsitsiklis, J.N.: Parallel and Distributed Computation: Numerical Methods, vol. 23. Prentice Hall Englewood Cliffs (1989)

4. Beznosikov, A., Dvurechensky, P., Koloskova, A., Samokhin, V., Stich, S.U., Gasnikov, A.: Decentralized local stochastic extra-gradient for variational inequalities. arXiv preprint arXiv:2106.08315 (2021)

5. Beznosikov, A., Samokhin, V., Gasnikov, A.: Local SGD for saddle-point problems. arXiv preprint arXiv:2010.13112 (2020)

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