Articles with "adaptive stochastic" as a keyword



Adaptive stochastic search

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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,… read more here.

Keywords: utility; stochastic search; search; adaptive stochastic ... See more keywords
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Communication-Adaptive Stochastic Gradient Methods for Distributed Learning

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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… read more here.

Keywords: stochastic gradient; distributed learning; adaptive stochastic; communication adaptive ... See more keywords