conftrace_

spectral initialization

13 papers

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Co-occurring keywords

phase retrieval (57) gradient descent (1144) non-convex optimization (547) nonconvex optimization (316) scaled gradient descent (4) random initialization (25) tucker decomposition (39) generative prior (55) tensor completion (64) low-rank tensor (44)

Papers

Guaranteed Nonconvex Factorization Approach for Tensor Train Recovery JMLR 2024
Online Stochastic Gradient Descent with Arbitrary Initialization Solves Non-smooth, Non-convex Phase Retrieval JMLR 2023
Misspecified Phase Retrieval with Generative Priors NIPS 2022
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements JMLR 2022
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion AISTATS 2022
Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering ICML 2022
Approximate Message Passing with Spectral Initialization for Generalized Linear Models AISTATS 2021
Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative Priors NIPS 2021
Blind Demixing via Wirtinger Flow with Random Initialization AISTATS 2019
Nonconvex Matrix Factorization from Rank-One Measurements AISTATS 2019
Approximate message passing for amplitude based optimization ICML 2018
Convolutional Phase Retrieval NIPS 2017
Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems NIPS 2015