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Published in 2019 at "Journal of Mathematical Economics"
DOI: 10.1016/j.jmateco.2019.01.003
Abstract: Abstract We characterize Simon’s (1955) search and satisficing model with an adaptive threshold and random search (SM-AT). The decision maker (DM) consistent with the SM-AT is endowed with a utility function, a random search distribution,…
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Keywords:
utility;
stochastic search;
search;
adaptive stochastic ... See more keywords
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Published in 2021 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2021.3099977
Abstract: This paper targets developing algorithms for solving distributed learning problems in a communication-efficient fashion, by generalizing the recent method of lazily aggregated gradient (LAG) to deal with stochastic gradient — justifying the name of the…
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Keywords:
stochastic gradient;
distributed learning;
adaptive stochastic;
communication adaptive ... See more keywords