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Learning on Distributions

open access: yes, 2014
Szabo, Z   +3 more
openaire   +1 more source

Learning a population distribution [PDF]

open access: possibleJournal of Economic Dynamics and Control, 2014
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
openaire   +1 more source

Distributed Reinforcement Learning

Robotics and Autonomous Systems, 1995
In multi-agent systems two forms of learning can be distinguished: centralized learning, that is, learning done by a single agent independent of the other agents; and distributed learning, that is, learning that becomes possible only because several agents are present. Whereas centralized learning has been intensively studied in the field of artificial
openaire   +1 more source

Differentially Private Distributed Learning

INFORMS Journal on Computing, 2020
The rich data used to train learning models increasingly tend to be distributed and private. It is important to efficiently perform learning tasks without compromising individual users’ privacy even considering untrusted learning applications and, furthermore, understand how privacy-preservation mechanisms impact the learning process.
Yaqin Zhou, Shaojie Tang 0001
openaire   +2 more sources

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