conftrace_

scaled gradient descent

7 papers

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Also known as

SCALEDGD

Co-occurring keywords · papers mentioning both

low-rank tensor (3) tensor completion (3) non-convex optimization (3) spectral initialization (2) tucker decomposition (2) low-rank matrix (2) matrix completion (2) gradient descent (2) matrix factorization (2) tensor regression (1)

Papers

Guaranteed Nonconvex Low-Rank Tensor Estimation via Scaled Gradient Descent JMLR 2026 On the Crucial Role of Initialization for Matrix Factorization ICLR 2025 Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent NeurIPS 2023 Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Completion AISTATS 2022 Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements JMLR 2022 Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent JMLR 2021 Scaled Gradients on Grassmann Manifolds for Matrix Completion NeurIPS 2012