Aécio Santos

Research Engineer

Publications in the Project

  1. Using Pipeline Performance Prediction to Accelerate AutoML Systems
  2. AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks
  3. NYUCIN at the NTCIR-16 Dataset Search 2 Task
  4. A Sketch-based Index for Correlated Dataset Search
  5. DSDD: Domain-Specific Dataset Discovery on the Web
  6. Correlation Sketches for Approximate Join-Correlation Queries
  7. Auctus: A Dataset Search Engine for Data Discovery and Augmentation
  8. An Ecosystem of Tools for Modeling Political Violence
  9. Towards Evaluating Exploratory Model Building Process with AutoML Systems
  10. Visus: An Interactive System for Automatic Machine Learning Model Building and Curation