Search Results for author: Evan Sparks

Found 3 papers, 0 papers with code

Exploiting Reuse in Pipeline-Aware Hyperparameter Tuning

no code implementations12 Mar 2019 Liam Li, Evan Sparks, Kevin Jamieson, Ameet Talwalkar

Hyperparameter tuning of multi-stage pipelines introduces a significant computational burden.

MLlib: Machine Learning in Apache Spark

no code implementations26 May 2015 Xiangrui Meng, Joseph Bradley, Burak Yavuz, Evan Sparks, Shivaram Venkataraman, Davies Liu, Jeremy Freeman, DB Tsai, Manish Amde, Sean Owen, Doris Xin, Reynold Xin, Michael J. Franklin, Reza Zadeh, Matei Zaharia, Ameet Talwalkar

Apache Spark is a popular open-source platform for large-scale data processing that is well-suited for iterative machine learning tasks.

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