Speaker

Manasi Vartak, PhD Student at MIT

Manasi Vartak

PhD Student, MIT

Manasi Vartak is a PhD Student in the Database Group at MIT CSAIL, advised by Samuel Madden. Her research focuses on novel systems to support fast and interactive data analysis. She is currently working on systems to manage machine learning models and enable easy debugging of models. She has previously worked on visualization recommendation systems. Manasi is a recipient of the Facebook Graduate Fellowship and the Google Anita Borg Scholarship.

Sessions

ModelDB: A System to Manage Machine Learning Models

Building a machine learning model is an iterative process. A data scientist will build many tens to hundreds of models before arriving at one that meets some acceptance criteria. However, the current style of model… Read more