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Linjian Ma

Cost-efficient Gaussian Tensor Network Embeddings for Tensor-structured Inputs

May 26, 2022
Linjian Ma, Edgar Solomonik

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MLPruning: A Multilevel Structured Pruning Framework for Transformer-based Models

May 30, 2021
Zhewei Yao, Linjian Ma, Sheng Shen, Kurt Keutzer, Michael W. Mahoney

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* 20 pages, 4 figures, 9 tables

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Fast and Accurate Randomized Algorithms for Low-rank Tensor Decompositions

Apr 02, 2021
Linjian Ma, Edgar Solomonik

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