Lisa Amini

Machine Learning for Systems

Data preparation

feature selection

and feature extraction

Testing

debugging

and monitoring of ML

Systems for collecting

preparing

and managing machine learning data

Large scale distributed learning algorithms in practice

Systems for online and interactive learning algorithms

Systems for training and serving machine learning models at scale

Learning to Optimize

Automated Machine Learning

Machine Learning

Automated AI

AutoAI

Foundation Models for Data Management

AutoML

Automated Machine Learning