Concepedia

Doris Xin

DX

Statistics

Publications

15

Citations

1.6K

H-Index

12

Active since

2014

Affiliations

University of California, Berkeley(Current)

Google (United States)

University of Illinois Urbana-Champaign

Doris Xin is an author at University of California, Berkeley specializing in computer science, engineering, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningKnowledge DiscoveryManagementDeep LearningPredictive AnalyticsArtificial IntelligenceComputer Engineering

Publications per year

2014–2021

15

Publications

15

MLlib: Machine Learning in Apache Spark

Xiangrui Meng, Joseph K. Bradley, Burak Yavuz et al. · arXiv (Cornell University) · 2015 · 961 citations · Full text

Cluster Computing, Engineering, Machine Learning +19

Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data

Justin Guinney, Tao Wang, Teemu D. Laajala et al. · The Lancet Oncology · 2016 · 141 citations · Full text

Prognostic Biomarkers, Urology, Medicine +10

Accelerating Human-in-the-loop Machine Learning

Doris Xin, Litian Ma, Jialin Liu et al. · 2018 · 117 citations

Artificial Intelligence, Engineering, Machine Learning +18

Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows

Doris Xin, Eva Yiwei Wu, Doris Jung‐Lin Lee et al. · 2021 · 89 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Deepak Agarwal, Bo Long, Jonathan Traupman et al. · 2014 · 80 citations

Artificial Intelligence, Large Ai Model, Engineering +12

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