Machine Learning and Optimization
The CORE group conducts research in the intersection of algorithms, operations research and computer systems. Our focus is on designing large-scale optimization solutions for cloud systems and applications.
The CORE group conducts research in the intersection of algorithms, operations research and computer systems. Our focus is on designing large-scale optimization solutions for cloud systems and applications.
In the digital era, almost everyone struggles with the mountains of information they have. Every activity in our lives seemingly generates more information: emails, files, receipts, photos—the list goes on. We have trails of digital…
Dr. Jianfeng Gao is a veteran computer scientist, an IEEE Fellow and the current head of the Deep Learning Group at Microsoft Research. He and his team are exploring novel approaches to advancing the state-of-the-art…
Consider a person who applies for a loan with a financial company, but their application is rejected by a machine learning algorithm used to determine who receives a loan from the company. How would you…
Dr. Sriram Rajamani is a Distinguished Scientist and the Managing Director of the Microsoft Research lab in Bangalore. He’s dedicated his career to advancing globally applicable science in the testbed that is India. He is,…