Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
A Contextual Bandit Bake-off
Microsoft Research Blog
Boundary-seeking GANs: A new method for adversarial generation of discrete data
Generative models are an important subset of machine learning goals and tasks that require realistic and statistically accurate generation of target data. Among all available generative models, generative adversarial networks (GANs) have emerged recently as…
Event
Microsoft Research @ ICLR 2018
Microsoft is excited to be a silver sponsor of the Sixth International Conference on Learning Representations April 30 – May 3 at the Vancouver Convention Center in Vancouver, Canada. We will have over 70 researchers…
Video
NW-NLP 2018: Semantic Matching Against a Corpus: New Applications and Methods, Synthetic and Natural Noise Both Break Neural Machine Translation, and Syntactic Scaffolds for Semantic Structures
The fifth Pacific Northwest Regional Natural Language Processing Workshop will be held on Friday April 27, 2018, in Redmond, WA. We accepted abstracts and papers on all aspects of natural language text and speech processing,…
Microsoft Research Blog
Neural-Guided Deductive Search: A best of both worlds approach to program synthesis
Program synthesis — automatically generating a program that satisfies a given specification — is a major challenge in AI. In addition to changing the way we design software, it has the potential to revolutionize task…
Podcast
AI, machine learning and the reasoning machine with Dr. Geoff Gordon
Episode 21, April 25, 2018 – Dr. Gordon gives us a brief history of AI, including his assessment of why we might see a break in the weather-pattern of AI winters, talks about how collaboration…
