Search Results for author: Robert Hannah

Found 2 papers, 0 papers with code

A2BCD: Asynchronous Acceleration with Optimal Complexity

no code implementations ICLR 2019 Robert Hannah, Fei Feng, Wotao Yin

In this paper, we propose the Asynchronous Accelerated Nonuniform Randomized Block Coordinate Descent algorithm (A2BCD).

On Unbounded Delays in Asynchronous Parallel Fixed-Point Algorithms

no code implementations15 Sep 2016 Robert Hannah, Wotao Yin

Existing analysis of ARock assumes the delays to be bounded, and uses this bound to set a step size that is important to both convergence and efficiency.

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