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Decoding From Pooled Data: Phase Transitions of Message Passing
Work
Year: 2018
Type: article
Abstract: We consider the problem of decoding a discrete signal of categorical variables from the observation of several histograms of pooled subsets of it. We present an Approximate Message Passing (AMP) algor... more
Source: IEEE Transactions on Information Theory
Authors A. El Alaoui, Aaditya Ramdas, Florent Krząkała, Lenka Zdeborová, Michael I. Jordan
Institutions University of California, Berkeley, Sorbonne Université, Université Paris Sciences et Lettres, Université Paris Cité, Sorbonne Paris Cité +2 more
Cites: 13
Cited by: 25
Related to: 10
FWCI: 2.421
Citation percentile (by year/subfield): 91.73
Topic: Cellular Automata and Applications
Subfield: Computational Theory and Mathematics
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
Funders Seventh Framework Programme, Seventh Framework Programme, Office of Naval Research
Grant IDS FP/2007-2013/ERC, 307087-SPARCS, N00014-15-1-2670