Data platforms and analytics
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
Immersive Human-Centered Computational Analytics
Publication
Interaction for Immersive Analytics
Video
Causal Effects and Overlap in High-dimensional or Sequential Data
Large data sources such as electronic medical records or insurance claims present opportunities to study causal effects of interventions that are difficult to evaluate through experiments. One example is the management of septic patients in…
