conftrace_

matrix multiplication

41 papers

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Also known as

MATMUL MM

Co-occurring keywords

model compression (3302) large language model (13587) distributed computing (98) streaming algorithm (131) coded computation (9) leverage score (28) straggler mitigation (22) kernel matrix (73) low-rank approximation (323) efficient computing (781)

Papers

Multiplying Matrices Without Multiplying ICML 2021
What if Neural Networks had SVDs? NIPS 2020
Sample complexity bounds for localized sketching AISTATS 2020
Coded Sequential Matrix Multiplication For Straggler Mitigation NIPS 2020
Solving Empirical Risk Minimization in the Current Matrix Multiplication Time COLT 2019
Provably Powerful Graph Networks NIPS 2019
Exact Gaussian Processes on a Million Data Points NIPS 2019
Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices JMLR 2019
StrassenNets: Deep Learning with a Multiplication Budget ICML 2018
Leveraging Well-Conditioned Bases: Streaming and Distributed Summaries in Minkowski $p$-Norms ICML 2018
GPyTorch: Blackbox Matrix-Matrix Gaussian Process Inference with GPU Acceleration NIPS 2018
Polynomial Codes: an Optimal Design for High-Dimensional Coded Matrix Multiplication NIPS 2017
Sparse Embedded $k$-Means Clustering NIPS 2017
Short-Dot: Computing Large Linear Transforms Distributedly Using Coded Short Dot Products NIPS 2016
How to Fake Multiply by a Gaussian Matrix ICML 2016
A Network That Learns Strassen Multiplication JMLR 2016