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cs.PL2024★ 1 cited
Compressing Structured Tensor Algebra
Mahdi Ghorbani, Emilien Bauer, Tobias Grosser +1
Tensor algebra is a crucial component for data-intensive workloads such as machine learning and scientific computing. As the complexity of data grows, scientists often encounter a…
cs.DB2024
PyTond: Efficient Python Data Science on the Shoulders of Databases
Hesam Shahrokhi, Amirali Kaboli, Mahdi Ghorbani +1
Python data science libraries such as Pandas and NumPy have recently gained immense popularity. Although these libraries are feature-rich and easy to use, their scalability limitat…