conftrace_

frequent direction

7 papers

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Co-occurring keywords

matrix sketching (61) streaming algorithm (131) streaming model (27) covariance error (2) online convex optimization (165) adaptive subgradient method (2) space-optimal algorithm (1) space-error tradeoff (1) operator norm (6) neural network (6616)

Papers

Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions NIPS 2023
Approximate Multiplication of Sparse Matrices with Limited Space AAAI 2021
A Deterministic Streaming Sketch for Ridge Regression AISTATS 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 NIPS 2018
Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices ICML 2018