conftrace_

consensus rate

2 papers

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Co-occurring keywords · papers mentioning both

decentralized sgd (1) peer-to-peer communication (1) finite-time convergence (1) decentralized learning (1) network topology (1) communication topology (1) distributed stochastic gradient descent (1) communication efficiency (1) decentralized optimization (1)

Papers

Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence NeurIPS 2023 Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate NeurIPS 2022