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D3M Project
Research
Publications
Team
Aécio Santos
Research Engineer
Publications in the Project
Using Pipeline Performance Prediction to Accelerate AutoML Systems
AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks
NYUCIN at the NTCIR-16 Dataset Search 2 Task
A Sketch-based Index for Correlated Dataset Search
DSDD: Domain-Specific Dataset Discovery on the Web
Correlation Sketches for Approximate Join-Correlation Queries
Auctus: A Dataset Search Engine for Data Discovery and Augmentation
An Ecosystem of Tools for Modeling Political Violence
Towards Evaluating Exploratory Model Building Process with AutoML Systems
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation