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The high-dimensional asymptotics of first order methods with random data

The high-dimensional asymptotics of first order methods with random data

14 December 2021
Michael Celentano
Chen Cheng
Andrea Montanari
    AI4CE
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Papers citing "The high-dimensional asymptotics of first order methods with random data"

2 / 2 papers shown
Title
Repetita Iuvant: Data Repetition Allows SGD to Learn High-Dimensional Multi-Index Functions
Repetita Iuvant: Data Repetition Allows SGD to Learn High-Dimensional Multi-Index Functions
Luca Arnaboldi
Yatin Dandi
Florent Krzakala
Luca Pesce
Ludovic Stephan
86
14
0
24 May 2024
Statistical Inference for Linear Functionals of Online SGD in High-dimensional Linear Regression
Statistical Inference for Linear Functionals of Online SGD in High-dimensional Linear Regression
Bhavya Agrawalla
Krishnakumar Balasubramanian
Promit Ghosal
51
2
0
20 Feb 2023
1