PLUTUS: Understanding Data Distribution Tailoring for Machine Learning

Author:

Chang Jiwon1ORCID,Dionysio Christina2ORCID,Nargesian Fatemeh1ORCID,Boehm Matthias3ORCID

Affiliation:

1. University of Rochester, Rochester, USA

2. Technsiche Universität Berlin, Berlin, Germany

3. Technische Universität Berlin, Berlin, Germany

Funder

German Federal Ministry of Education and Research

Publisher

ACM

Reference24 articles.

1. [n. d.]. Dash Enterprise: The Premier Data App Platform for Python. https://plotly.com/dash.

2. Towards distribution-aware query answering in data markets

3. Matthias Boehm et al. 2020. SystemDS: A Declarative Machine Learning System for the End-to-End Data Science Lifecycle. In CIDR.

4. Selective data acquisition in the wild for model charging

5. Tianqi Chen and Carlos Guestrin. 2016. XGBoost: A Scalable Tree Boosting System. In SIGKDD. ACM, San Francisco California USA, 785--794. https://doi. org/10.1145/2939672.2939785

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