Auto-Validate: Unsupervised Data Validation Using Data-Domain Patterns Inferred from Data Lakes

10 April 2021

Papers citing "Auto-Validate: Unsupervised Data Validation Using Data-Domain Patterns Inferred from Data Lakes"

5 / 5 papers shown

Title
Auto-Validate by-History: Auto-Program Data Quality Constraints to Validate Recurring Data Pipelines Dezhan Tu Yeye He Weiwei Cui Song Ge Haidong Zhang Shi Han Dong-Yan Zhang S. Chaudhuri 32 5 0 04 Jun 2023
Desbordante: from benchmarking suite to high-performance science-intensive data profiler (preprint) G. Chernishev Michael Polyntsov A. Chizhov Kirill Stupakov I. Shchuckin ... Dmitrii Mandelshtam M. Vyrodov Arthur Saliou E. Gaisin K. Smirnov 12 6 0 14 Jan 2023
DeepJoin: Joinable Table Discovery with Pre-trained Language Models Yuyang Dong Chuan Xiao Takuma Nozawa Masafumi Enomoto Masafumi Oyamada 27 18 0 15 Dec 2022
Security for Machine Learning-based Software Systems: a survey of threats, practices and challenges Huaming Chen Muhammad Ali Babar AAML 42 22 0 12 Jan 2022
Auto-Tag: Tagging-Data-By-Example in Data Lakes Yeye He Jie Song Yue Wang S. Chaudhuri Vishal Anil Blake Lassiter Y. Goland Gaurav Malhotra 19 5 0 11 Dec 2021