Marc Lelarge

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mathematics bayesian statistics random matrix theory machine learning ai computational-statistical gap phase transition spiked wigner model information theory principal component analysis high-dimensional statistics statistical physics approximate message passing statistical inference probability statistics

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Tutorial APS 2023: Phase transition for statistical estimation: algorithms and fundamental limits.

Vor 9 Monaten • 262 Aufrufe

Mathematics and AI

Vor 6 Monaten • 369 Aufrufe

mathematics bayesian statistics random matrix theory machine learning ai computational-statistical gap phase transition spiked wigner model information theory principal component analysis high-dimensional statistics statistical physics approximate message passing statistical inference probability statistics

Marc Lelarge

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Tutorial APS 2023: Phase transition for statistical estimation: algorithms and fundamental limits.

Mathematics and AI