Building a Machine that Can Learn to Understand, Reason and Learn
My talk will first briefly review recent advances in memory augmented neural nets and then present my own contribution, Neural Semantic Encoders (NSE). With a special focus on NSE, I show that external memory in…
Democratizing AI to Improve Citizen Health
Healthcare literature has exploded in the past 30 years. Can artificial intelligence help doctors keep up with what works in healthcare? Microsoft Azure and the Cochrane Transform Project, along with more than 5,000 citizen scientists…
Democratizing AI to improve citizen health
By Kenji Takeda, Director, Azure for Research Doctors make life-saving — and life-changing — decisions every day. But how do they know that they are making the best decisions? Can artificial intelligence (AI) help? “Before…
Neural Program Learning from Input-Output Examples
Most deep learning research focuses on learning a single task at a time – on a fixed problem, given an input, predict the corresponding output. How should we handle problems where the task is not…
Differentiable Functional Program Interpreters
DeepCoder: Learning to Write Programs
New Microsoft Research Dissertation Grant provides support to under-represented groups in computing
By Dr. Meredith Ringel Morris, Principal Researcher, Microsoft Research I am pleased to announce that Microsoft Research is funding a new academic program, the Microsoft Research Dissertation Grant. This grant program offers selected doctoral students…