Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
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Learning to teach: Mutually enhanced learning and teaching for artificial intelligence
Teaching is super important. From an individual perspective, a student learning on his or her own is never ideal; a student needs a teacher’s guidance and perspective to be more effectively educated. Taking the societal…
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Unlikely research area reveals surprising twist in non-smooth optimization
Modern machine learning is characterized by two key features: high-dimensional models and very large datasets. Each of these features presents its own unique challenges, from basic issues such as storing and accessing all of the…
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Machine Teaching Demo
Watch a demonstration of the Machine Teaching tool Platform for Interactive Concept Learning (PICL). People without machine learning expertise can build custom machine learning models on their own data. Starting with no labeled data, one…
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Getting into a conversational groove: New approach encourages risk-taking in data-driven neural modeling
Microsoft Research’s Natural Language Processing group has set an ambitious goal for itself: to create a neural model that can engage in the full scope of conversational capabilities, providing answers to requests while also bringing…
