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Statistically Optimal First Order Algorithms: A Proof via
  Orthogonalization

Statistically Optimal First Order Algorithms: A Proof via Orthogonalization

13 January 2022
Andrea Montanari
Yuchen Wu
ArXiv (abs)PDFHTML

Papers citing "Statistically Optimal First Order Algorithms: A Proof via Orthogonalization"

6 / 6 papers shown
Title
Spectral Estimators for Multi-Index Models: Precise Asymptotics and Optimal Weak Recovery
Spectral Estimators for Multi-Index Models: Precise Asymptotics and Optimal Weak Recovery
Filip Kovačević
Yihan Zhang
Marco Mondelli
110
3
0
03 Feb 2025
Linear Operator Approximate Message Passing (OpAMP)
Linear Operator Approximate Message Passing (OpAMP)
Riccardo Rossetti
B. Nazer
Galen Reeves
65
2
0
13 May 2024
Equivalence of Approximate Message Passing and Low-Degree Polynomials in
  Rank-One Matrix Estimation
Equivalence of Approximate Message Passing and Low-Degree Polynomials in Rank-One Matrix Estimation
Andrea Montanari
Alexander S. Wein
47
27
0
14 Dec 2022
Lower Bounds for the Convergence of Tensor Power Iteration on Random Overcomplete Models
Lower Bounds for the Convergence of Tensor Power Iteration on Random Overcomplete Models
Yuchen Wu
Kangjie Zhou
171
6
0
07 Nov 2022
Rigorous dynamical mean field theory for stochastic gradient descent
  methods
Rigorous dynamical mean field theory for stochastic gradient descent methods
Cédric Gerbelot
Emanuele Troiani
Francesca Mignacco
Florent Krzakala
Lenka Zdeborova
114
29
0
12 Oct 2022
Sudakov-Fernique post-AMP, and a new proof of the local convexity of the
  TAP free energy
Sudakov-Fernique post-AMP, and a new proof of the local convexity of the TAP free energy
Michael Celentano
89
21
0
19 Aug 2022
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