Michael Young

发表

Machine Learning: The High Interest Credit Card of Technical Debt

W. B. Roberts, D. Sculley, Gary Holt, 2014 .

Large-Scale Learning with Less RAM via Randomization

D. Sculley, H. Brendan McMahan, Michael Young, 2013, ICML.

Ad click prediction: a view from the trenches

Martin Wattenberg, D. Sculley, Dan Liu, 2013, KDD.

Hidden Technical Debt in Machine Learning Systems

D. Sculley, Jean-François Crespo, Gary Holt, 2015, NIPS.

Complex Models Erode Boundaries • Data Dependencies Cost More than Code Dependencies • Feedback Loops

Steven Euijong Whang, D. Sculley, Gary Holt, 2018 .

Survey of Scientific Rigor Studied in Machine Learning

H. Larochelle, D. Sculley, Gary Holt, 2023 .