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03/03/2023
Can We Find Nash Equilibria at a Linear Rate in Markov Games?
We study decentralized learning in two-player zero-sum discounted Markov...
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10/14/2022
Communication-Efficient Topologies for Decentralized Learning with O(1) Consensus Rate
Decentralized optimization is an emerging paradigm in distributed learni...
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11/19/2021
Sparsified Block Elimination for Directed Laplacians
We show that the sparsified block elimination algorithm for solving undi...
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07/26/2021
Provably Accelerated Decentralized Gradient Method Over Unbalanced Directed Graphs
In this work, we consider the decentralized optimization problem in whic...
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06/14/2021
