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truncated svd

5 papers

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Co-occurring keywords · papers mentioning both

matrix factorization (2) representation learning (2) matrix update (1) high-rank matrix (1) truncated singular value decomposition (1) representation augmentation (1) rayleigh-ritz projection (1) outer product (1) frobenius norm (1) subspace projection (1)

Papers

Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer Product NAACL 2025 Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data AAAI 2025 Fast Updating Truncated SVD for Representation Learning with Sparse Matrices ICLR 2024 Projection techniques to update the truncated SVD of evolving matrices with applications ICML 2021 On the Power of Truncated SVD for General High-rank Matrix Estimation Problems NeurIPS 2017