Sudip Roy

TFX

Denis Baylor, Eric Breck, Heng-Tze Cheng et al. · 2017 · 309 citations · Full text

Software Maintenance, Engineering, Machine Learning +18

Data Management Challenges in Production Machine Learning

Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang et al. · 2017 · 199 citations · Full text

Engineering, Machine Learning, Data Management Issue +21

Data Lifecycle Challenges in Production Machine Learning

Neoklis Polyzotis, Sudip Roy, Steven Euijong Whang et al. · ACM SIGMOD Record · 2018 · 186 citations

Artificial Intelligence, Engineering, Machine Learning +19

Goods

Alon Halevy, Flip Korn, Natalya F. Noy et al. · 2016 · 172 citations · Full text

Engineering, Structured Files, Business Intelligence +18

Data Validation for Machine Learning

Eric Breck, Marty Zinkevich, Neoklis Polyzotis et al. · 2019 · 140 citations

Data Classification, Data Validation, Model Validation +10