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matrix multiplication

59 papers

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Also known as

MATMUL MM

Co-occurring keywords · papers mentioning both

large language model (8) model compression (8) low-rank approximation (5) distributed computing (5) streaming algorithm (4) coded computation (3) approximate matrix multiplication (3) inference optimization (3) leverage score (3) straggler mitigation (3)

Papers

Solving Empirical Risk Minimization in the Current Matrix Multiplication Time COLT 2019 GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration NeurIPS 2018 Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski p-Norms ICML 2018 StrassenNets: Deep Learning with a Multiplication Budget ICML 2018 Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication NeurIPS 2017 Sparse Embedded k-Means Clustering NeurIPS 2017 A Network That Learns Strassen Multiplication JMLR 2016 How to Fake Multiply by a Gaussian Matrix ICML 2016 Short-Dot: Computing Large Linear Transforms Distributedly Using Coded Short Dot Products NeurIPS 2016