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10/21/2019
Aggregated Gradient Langevin Dynamics
In this paper, we explore a general Aggregated Gradient Langevin Dynamic...
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05/25/2018
Towards More Efficient Stochastic Decentralized Learning: Faster Convergence and Sparse Communication
Recently, the decentralized optimization problem is attracting growing a...
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11/13/2016
Accelerated Variance Reduced Block Coordinate Descent
Algorithms with fast convergence, small number of data access, and low p...
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11/12/2016