587 citations · 2k across the 58 of their papers we have counts for
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cs.LG2018
Multi-objective Evolutionary Federated Learning
Hangyu Zhu, Yaochu Jin
Federated learning is an emerging technique used to prevent the leakage of private information. Unlike centralized learning that needs to collect data from users and store them col…
stat.ML2018
A Particle Filter based Multi-Objective Optimization Algorithm: PFOPS
Bin Liu, Yaochu Jin
This paper is concerned with a recently developed paradigm for population-based optimization, termed particle filter optimization (PFO). This paradigm is attractive in terms of coh…