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Byzantine-tolerant distributed learning of finite mixture models

open access: yes
This paper proposes two split-and-conquer (SC) learning estimators for finite mixture models that are tolerant to Byzantine failures. In SC learning, individual machines obtain local estimates, which are then transmitted to a central server for ...
Zhang, Qiong, Chen, Jiahua
core  

What do Byzantine agents know?

open access: yes, 2018
The idea to analyze communication in distributed systems using epistemic logic, the logic of knowledge, has been around for more than 25 years and yielded such seminal results as the necessity of common knowledge as a precondition for simultaneous ...
Gréaux, Lucas   +3 more
core  

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