data analysis
The process of inspecting, cleansing, transforming, and modeling data to discover useful information and inform decision-making. In AI, data analysis is crucial for preparing datasets for model training.
- Active Measurement: Efficient Estimation at Scale
- Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for and with Foundation Models
- Low-Rank Graphon Learning for Networks
- NoBOOM: Chemical Process Datasets for Industrial Anomaly Detection
- Semi-supervised Vertex Hunting, with Applications in Network and Text Analysis