CSAIL's Srini Devadas and his group ackles the problems of private learning where an owner wishes to outsource a training task to an honest-but-curious server, while keeping its data private, and private collaborative learning where two (or more) mutually distrusting owners outsource respective training data sets to an honest-but-curious server while keeping their data sets private from the server and each other.
Our built environment — the human-made spaces in which we live and work — has evolved over centuries. But this evolution has left gaps in its wake, leading to challenges in modern cities. In the Entrepreneurship in Architecture, Planning and Real Estate online short course, you’ll learn to identify, analyze, and ultimately fill these gaps with a design-based solution.
MIT is excited to announce the first Citizen Data Science Summit! Join us September 20, 2021 in Boston, Massachusetts or live online on and learn about challenges and opportunities to enable more people to work with data.
As data science has evolved over the past decade, it has become clear that more data means more questions. In order to meet the demand for new data driven insights, more individuals must be empowered to start answering questions.
Explore the latest developments in vision AI, with a focus on advanced deep learning methods. In this dynamic, five-day course, you will learn to leverage the next generation of machine learning tools to build innovative applications — and integrate these advancements into your existing products and services.
