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low-rank estimation

11 papers

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Co-occurring keywords · papers mentioning both

tensor decomposition (4) matrix factorization (4) matrix completion (3) low-rank approximation (3) low-rank tensor (2) tensor completion (2) low-rank matrix (2) spectral analysis (2) singular value decomposition (2) convex optimization (2)

Papers

LoRE-Merging: Exploring Low-Rank Estimation For Large Language Model Merging EMNLP 2025 BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024 Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts NeurIPS 2024 Scalable High-Dimensional Multivariate Linear Regression for Feature-Distributed Data JMLR 2024 Dynamic Low-rank Estimation for Transformer-based Language Models EMNLP 2023 A Random Matrix Perspective on Random Tensors JMLR 2022 Nonconvex Matrix Completion with Linearly Parameterized Factors JMLR 2022 Tensor denoising and completion based on ordinal observations ICML 2020 Generalized Higher-Order Orthogonal Iteration for Tensor Decomposition and Completion NeurIPS 2014 Online Optimization for Max-Norm Regularization NeurIPS 2014 Statistical Performance of Convex Tensor Decomposition NeurIPS 2011