1. Agarwal, A., Dekel, O., & Xiao, L. (2010). Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback. In Conference on learning theory (pp. 28–40).
2. Distributed online convex optimization on time-varying directed graphs;Akbari;IEEE Transactions on Control of Network Systems,2015
3. QSGD: Communication-efficient SGD via gradient quantization and encoding;Alistarh;Advances in Neural Information Processing Systems,2017
4. The convergence of sparsified gradient methods;Alistarh;Advances in Neural Information Processing Systems,2018
5. Qsparse-local-SGD: Distributed SGD with quantization, sparsification, and local computations;Basu;Advances in Neural Information Processing Systems,2019