Photo of Professor Tamara Broderick

January 27, 2023

When should data scientists try a new technique?

If a scientist wanted to forecast ocean currents to understand how pollution travels after an oil spill, she could use a common approach that looks at currents traveling between 10 and 200 kilometers. Or, she could choose a newer model that also includes shorter currents.

January 8, 2023

Unpacking the “black box” to build better AI models

When deep learning models are deployed in the real world, perhaps to detect financial fraud from credit card activity or identify cancer in medical images, they are often able to outperform humans.

November 23, 2022

A far-sighted approach to machine learning

Picture two teams squaring off on a football field. The players can cooperate to achieve an objective, and compete against other players with conflicting interests. That’s how the game works.

Two by two grid of headshots featuring Lindsay Case, Siniša Hrvatin, Caroline Uhler, and Deblina Sarkar

October 4, 2022

Four from MIT receive NIH New Innovator Awards for 2022

  The National Institutes of Health (NIH) has awarded grants to four MIT faculty members as part of its High-Risk, High-Reward Research program.