Sudip Roy
Publications by Year
Research Areas
Parallel Computing and Optimization Techniques, Anomaly Detection Techniques and Applications, Machine Learning and Data Classification, Advanced Neural Network Applications, Crystallization and Solubility Studies
Most-Cited Works
- → TFX(2017)312 cited
- → Data Management Challenges in Production Machine Learning(2017)202 cited
- → Data Lifecycle Challenges in Production Machine Learning(2018)191 cited
- → Goods(2016)172 cited
- Data Validation for Machine Learning(2019)
- Managing Google’s data lake: an overview of the Goods system(2016)
- → PerfAugur: Robust diagnostics for performance anomalies in cloud services(2015)51 cited
- → TensorFlow Data Validation: Data Analysis and Validation in Continuous ML Pipelines(2020)40 cited
- → A Learned Performance Model for Tensor Processing Units(2020)33 cited
- → Equality Saturation for Tensor Graph Superoptimization(2021)31 cited