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conftrace_

strict saddle property

5 papers

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restricted isometry property (4) non-convex optimization (3) low-rank matrix optimization (2) matrix sensing (2) gradient descent (2) local minimum geometry (1) linear regularizer (1) burer-monterio factorization (1) second-order critical point (1) linear regularization (1)

Papers

Geometric Analysis of Matrix Sensing over Graphs NeurIPS 2023 Linear Regularizers Enforce the Strict Saddle Property AAAI 2023 Noisy Low-rank Matrix Optimization: Geometry of Local Minima and Convergence Rate AISTATS 2023 Sharp Restricted Isometry Property Bounds for Low-Rank Matrix Recovery Problems with Corrupted Measurements AAAI 2022 General Low-rank Matrix Optimization: Geometric Analysis and Sharper Bounds NeurIPS 2021