Data-Centric AI (DCAI) |
↳ Data-Centric AI vs Model-Centric AI |
↳ Label Errors |
↳ Advanced Confident Learning and Applications for GenAI |
↳ Class Imbalance, Outliers, and Distribution Shift |
↳ Dataset Creation and Curation |
↳ Data-Centric Evaluation of ML Models |
↳ Data Curation and LLMs |
↳ Growing or Compressing Datasets |
↳ Interpretability in Data-Centric ML |
↳ Encoding Human Priors |
↳ Data Privacy and Security in ML |