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sketching matrix

4 papers

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Co-occurring keywords · papers mentioning both

generalization bound (2) matrix sketching (2) low-rank approximation (2) random quadratic form (1) sub-gaussian random embedding (1) convex concentration (1) inversion bia (1) data-driven algorithm (1) quadratic form (1) empirical loss (1)

Papers

Improved Generalization Bound and Learning of Sparsity Patterns for Data-Driven Low-Rank Approximation AISTATS 2023 Sparse sketches with small inversion bias COLT 2021 Sample complexity bounds for localized sketching AISTATS 2020 Learning-Based Low-Rank Approximations NeurIPS 2019