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Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning
The relational data model was designed to facilitate large-scale data ma...
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Tensor Relational Algebra for Machine Learning System Design
Machine learning (ML) systems have to support various tensor operations....
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Lachesis: Automated Generation of Persistent Partitionings for UDF-Centric Analytics
Persistent partitioning is effective in avoiding expensive shuffling ope...
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