Data platforms and analytics
Video
Research for Industries (RFI) Lecture Series: Warren Powell
Sequential Decision Analytics: A unified framework Warren Powell is Professor Emeritus at Princeton University and Chief Analytics Officer of Optimal Dynamics. He’s also Founder and Director of Castle Labs at Princeton which manages over 70…
Publication
FLAML: A Fast and Lightweight AutoML Library
Project
Reusable AI Infrastructure
We propose an end-to-end reusable AI infrastructure that automates the whole life-cycle of AI-driven applications from data ingestion and validation, feature engineering, choice of predictive technique, training, deployment of ML models to a REST endpoint,…
Dataset Source Code
Synthetic data showcase
Generates synthetic data and user interfaces for privacy-preserving data sharing and analysis. In many cases, the best way to share sensitive datasets is not to share the actual sensitive datasets, but user interfaces to derived…