Data Makes Better Data Scientists

27 May 2024

Papers citing "Data Makes Better Data Scientists"

7 / 7 papers shown

Title
Operationalizing Machine Learning: An Interview Study Shreya Shankar Rolando Garcia J. M. Hellerstein Aditya G. Parameswaran 97 51 0 16 Sep 2022
Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities Doris Xin Hui Miao Aditya G. Parameswaran N. Polyzotis AI4TS 108 62 0 30 Mar 2021
Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows Doris Xin Eva Yiwei Wu D. Lee Niloufar Salehi Aditya G. Parameswaran 95 96 0 13 Jan 2021
Fine-Grained Lineage for Safer Notebook Interactions Stephen Macke Hongpu Gong D. Lee Andrew Head Doris Xin Aditya G. Parameswaran 31 39 0 13 Dec 2020
Demystifying a Dark Art: Understanding Real-World Machine Learning Model Development Angela Lee Doris Xin D. Lee Aditya G. Parameswaran HAI 85 12 0 04 May 2020
Data Science through the looking glass and what we found there Fotis Psallidas Yiwen Zhu Bojan Karlas Matteo Interlandi Avrilia Floratou ... Wentao Wu Ce Zhang Subru Krishnan Carlo Curino Markus Weimer 28 46 0 19 Dec 2019
How Developers Iterate on Machine Learning Workflows -- A Survey of the Applied Machine Learning Literature Doris Xin Litian Ma Shuchen Song Aditya G. Parameswaran 28 25 0 27 Mar 2018