conftrace_

frequent direction

9 papers

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Co-occurring keywords · papers mentioning both

matrix sketching (5) streaming algorithm (3) adaptive subgradient method (2) streaming model (2) covariance error (2) regret bound (2) online convex optimization (2) singular value decomposition (2) space-optimal algorithm (1) space-error tradeoff (1)

Papers

Efficient frequent directions algorithms for approximate decomposition of matrices and higher-order tensors JMLR 2026 Dimension-Free Adaptive Subgradient Methods with Frequent Directions ICML 2025 Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions NeurIPS 2023 A Deterministic Streaming Sketch for Ridge Regression AISTATS 2021 Approximate Multiplication of Sparse Matrices with Limited Space AAAI 2021 Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices JMLR 2019 Efficient Adaptive Online Learning via Frequent Directions IJCAI 2018 Efficient Anomaly Detection via Matrix Sketching NeurIPS 2018 Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices ICML 2018