AMPLab Publications

• ActiveClean: Interactive Data Cleaning For Statistical Modeling
• Data Cleaning: Overview and Emerging Challenges
• ActiveClean: An Interactive Data Cleaning Framework For Modern Machine Learning (Demonstration Paper)
• PrivateClean: Data Cleaning and Differential Privacy
• Clamshell: Scaling Up Crowds for Low Latency Data Labeling
• SampleClean: Fast and Reliable Analytics on Dirty Data
• Stale View Cleaning: Getting Fresh Answers from Stale Materialized Views
• Wisteria: Nurturing Scalable Data Cleaning Infrastructure
• Stale View Cleaning: Getting Fresh Answers from Stale Materialized Views
• A Sample-and-Clean Framework for Fast and Accurate Query Processing on Dirty Data
• Leveraging Transitive Relations for Crowdsourced Joins
• CrowdER: Crowdsourcing Entity Resolution