Data platforms and analytics
Publication
Towards a learning optimizer for shared clouds
Event
Workshop on Data Science Innovation with NSF Big Data Hubs
The Microsoft Research Data Science Outreach Program engages with academic researchers and universities through an ecosystem of resources and partnerships to drive breakthrough impact. This workshop will bring together Microsoft researchers and data scientists with…
Video
How to Obtain and Run Light and Efficient Deep Learning Networks
Fast growth of the computation cost associated with training and testing of deep neural networks (DNNs) inspired various acceleration techniques. Reducing topological complexity and simplifying data representation of neural networks are two approaches that popularly…
Publication
INFAR: insight extraction from app reviews
Video
Advanced Machine Learning Day 3: Neural Program Synthesis
How do you learn programs? View presentation slides here https://cm-edgetun.pages.dev/en-us/research/wp-content/uploads/2018/12/Program-Synthesis-SLIDES.pdf
Video
Advanced Machine Learning Day 3: Neural Architecture Search
How do you search over architectures? View presentation slides here https://cm-edgetun.pages.dev/en-us/research/wp-content/uploads/2018/12/Neural-Architecture-Search-SLIDES.pdf
Publication