Concepedia

D. Sculley

DS

45

Publications

8K

Citations

31

H-Index

2006

Active since

Affiliations

Google (United States)(Current)

Tufts University

D. Sculley is an author at Google (United States) specializing in engineering, data science, and machine learning.

Top concepts

EngineeringMachine LearningData ScienceComputer ScienceDeep LearningKnowledge DiscoveryPredictive AnalyticsData MiningArtificial IntelligenceText Mining

Publications per year

2006–2022

45

Publications

45

Web-scale k-means clustering

D. Sculley · 2010 · 1.1K citations

Cluster Computing, Engineering, Machine Learning +16

Ad click prediction

H. Brendan McMahan, Gary D. Holt, D. Sculley et al. · 2013 · 867 citations · Full text

Engineering, Machine Learning, Targeted Advertising +19

Hidden technical debt in Machine learning systems

D. Sculley, Gary D. Holt, Daniel Golovin et al. · Neural Information Processing Systems · 2015 · 840 citations

Artificial Intelligence, Software Maintenance, Engineering +17

Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift

Yaniv Ovadia, Emily Fertig, Jie Ren et al. · arXiv (Cornell University) · 2019 · 648 citations · Full text

Dataset Shift, Machine Learning, Engineering +24

Google Vizier

Daniel Golovin, Benjamin Solnik, Subhodeep Moitra et al. · 2017 · 570 citations · Full text

Artificial Intelligence, Hyperparameter Estimation, Engineering +13

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