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Gerard Ben Arous

High-dimensional SGD aligns with emerging outlier eigenspaces

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Oct 04, 2023
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High-dimensional limit theorems for SGD: Effective dynamics and critical scaling

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Jun 08, 2022
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A classification for the performance of online SGD for high-dimensional inference

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Apr 22, 2020
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Complex energy landscapes in spiked-tensor and simple glassy models: ruggedness, arrangements of local minima and phase transitions

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Apr 24, 2018
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The landscape of the spiked tensor model

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Jan 25, 2018
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Explorations on high dimensional landscapes

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Apr 06, 2015
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