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02/13/2023
A Unified View of Long-Sequence Models towards Modeling Million-Scale Dependencies
Ever since their conception, Transformers have taken over traditional se...
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08/20/2021
On the Parallel I/O Optimality of Linear Algebra Kernels: Near-Optimal Matrix Factorizations
Matrix factorizations are among the most important building blocks of sc...
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06/11/2021
COSTA: Communication-Optimal Shuffle and Transpose Algorithm with Process Relabeling
Communication-avoiding algorithms for Linear Algebra have become increas...
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12/13/2020
A Refined SVD Algorithm for Collaborative Filtering
Collaborative filtering tries to predict the ratings of a user over some...
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08/26/2019
