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KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics

Oct 29, 2016
Evan R. Sparks, Shivaram Venkataraman, Tomer Kaftan, Michael J. Franklin, Benjamin Recht


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Scalable Linear Causal Inference for Irregularly Sampled Time Series with Long Range Dependencies

Mar 10, 2016
Francois W. Belletti, Evan R. Sparks, Michael J. Franklin, Alexandre M. Bayen, Joseph E. Gonzalez


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TuPAQ: An Efficient Planner for Large-scale Predictive Analytic Queries

Mar 08, 2015
Evan R. Sparks, Ameet Talwalkar, Michael J. Franklin, Michael I. Jordan, Tim Kraska


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MLI: An API for Distributed Machine Learning

Oct 25, 2013
Evan R. Sparks, Ameet Talwalkar, Virginia Smith, Jey Kottalam, Xinghao Pan, Joseph Gonzalez, Michael J. Franklin, Michael I. Jordan, Tim Kraska


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