A two-timescale compressed primal-dual algorithm, TiCoPD, provably converges on random, noisy, bandwidth-limited networks without the bounded-heterogeneity assumption.
Gossip algorithms for distributed signal processing,
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Decentralized Stochastic Optimization over Unreliable Networks via Two-timescales Updates
A two-timescale compressed primal-dual algorithm, TiCoPD, provably converges on random, noisy, bandwidth-limited networks without the bounded-heterogeneity assumption.