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Fundamental limits of over-the-air optimization: Are analog schemes optimal?

, , and . GLOBECOM, page 1-6. IEEE, (2021)

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Wyner-Ziv Estimators: Efficient Distributed Mean Estimation with Side Information., , and . CoRR, (2020)Is Prevention Always Better? A Case of IT Service Management., , , and . PACIS, page 42. (2016)RATQ: A Universal Fixed-Length Quantizer for Stochastic Optimization., and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 1399-1409. PMLR, (2020)Fundamental Limits of Distributed Optimization over Multiple Access Channel., and . ITW, page 406-411. IEEE, (2023)Information-constrained optimization: can adaptive processing of gradients help?, , , and . NeurIPS, page 7126-7138. (2021)Compression for Distributed Optimization and Timely Updates.. CoRR, (2023)Some algorithms for correlated bandits with non-stationary rewards: Regret bounds and applications., and . CODS, page 10:1-10:6. ACM, (2016)Communication-Constrained Bandits under Additive Gaussian Noise., , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 24236-24250. PMLR, (2023)Wyner-Ziv Estimators: Efficient Distributed Mean Estimation with Side-Information., , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 3502-3510. PMLR, (2021)Limits on Gradient Compression for Stochastic Optimization., and . ISIT, page 2658-2663. IEEE, (2020)