Introduces FTRL-based algorithms for D-OCO with compressed communication that match existing regret bounds in full-info setting and improve them in bandit setting.
Qsparse-local- SGD : Distributed SGD with quantization, sparsification and local computations
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Revisiting Decentralized Online Convex Optimization with Compressed Communication
Introduces FTRL-based algorithms for D-OCO with compressed communication that match existing regret bounds in full-info setting and improve them in bandit setting.