probabilistic inference

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An Inferential Perspective on Federated Learning

February 19, 2021

TL;DR: motivated to better understand the fundamental tradeoffs in federated learning, we present a probabilistic perspective that generalizes and improves upon federated optimization and enables a new class of efficient federated learning algorithms.…

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Machine Learning Blog | ML@CMU | Carnegie Mellon University

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probabilistic inference