Search Results for author: Fabrizio Antenucci

Found 2 papers, 0 papers with code

Approximate Survey Propagation for Statistical Inference

no code implementations3 Jul 2018 Fabrizio Antenucci, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborová

Approximate message passing algorithm enjoyed considerable attention in the last decade.

Glassy nature of the hard phase in inference problems

no code implementations15 May 2018 Fabrizio Antenucci, Silvio Franz, Pierfrancesco Urbani, Lenka Zdeborová

An algorithmically hard phase was described in a range of inference problems: even if the signal can be reconstructed with a small error from an information theoretic point of view, known algorithms fail unless the noise-to-signal ratio is sufficiently small.

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