Convergence Rate of Distributed ADMM over Networks
We propose a new distributed algorithm based on alternating direction method of multipliers (ADMM) to minimize sum of locally known convex functions using communication over a network. This optimization problem emerges in many applications in distributed machine learning and statistical estimation....
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| Format: | Article |
| Language: | English |
| Published: |
Institute of Electrical and Electronics Engineers (IEEE),
2019-07-09T13:02:38Z.
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| Subjects: | |
| Online Access: | Get fulltext |