Optimal Combination of Linear and Spectral Estimators for Generalized
Linear Models

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Optimal Combination of Linear and Spectral Estimators for Generalized Linear Models

7 August 2020

Christos Thrampoulidis

R. Venkataramanan

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Papers citing "Optimal Combination of Linear and Spectral Estimators for Generalized Linear Models"

9 / 9 papers shown

Title
Spectral Estimators for Multi-Index Models: Precise Asymptotics and Optimal Weak Recovery Filip Kovačević Yihan Zhang Marco Mondelli 114 3 0 03 Feb 2025
Fundamental limits of Non-Linear Low-Rank Matrix Estimation Pierre Mergny Justin Ko Florent Krzakala Lenka Zdeborová 84 3 0 07 Mar 2024
Optimal Algorithms for the Inhomogeneous Spiked Wigner Model Aleksandr Pak Justin Ko Florent Krzakala 54 10 0 13 Feb 2023
Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap Luca Pesce Bruno Loureiro Florent Krzakala Lenka Zdeborová 102 1 0 26 May 2022
Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing R. Venkataramanan Kevin Kögler Marco Mondelli 79 33 0 08 Dec 2021
PCA Initialization for Approximate Message Passing in Rotationally Invariant Models Marco Mondelli R. Venkataramanan 94 20 0 04 Jun 2021
Stochasticity helps to navigate rough landscapes: comparing gradient-descent-based algorithms in the phase retrieval problem Francesca Mignacco Pierfrancesco Urbani Lenka Zdeborová 93 36 0 08 Mar 2021
Hessian Eigenspectra of More Realistic Nonlinear Models Zhenyu Liao Michael W. Mahoney 97 31 0 02 Mar 2021
Universality of Linearized Message Passing for Phase Retrieval with Structured Sensing Matrices Rishabh Dudeja Milad Bakhshizadeh 76 12 0 24 Aug 2020