conftrace_

low-rank estimation

11 papers

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Co-occurring keywords

tensor decomposition (375) matrix completion (356) low-rank approximation (323) matrix factorization (529) tensor completion (64) low-rank matrix (174) spectral analysis (239) singular value decomposition (222) convex optimization (1321) matrix decomposition (119)

Papers

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