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Stefano Ermon

Biography

Stefano is an Assistant Professor in the Department of Computer Science at Stanford University, an affiliate with the Artificial Intelligence Laboratory and a fellow of the Stanford Woods Institute for the Environment. His research is centered on techniques for scalable and accurate inference in graphical models, statistical modeling of data, large-scale combinatorial optimization, and robust decision making under uncertainty, and is motivated by a range of applications, in particular ones in the emerging field of computational sustainability. 

 

publications

Working Papers
August 2017

Monitoring Ethiopian Wheat Fungus with Satellite Imagery and Deep Feature Learning

Author(s)
Monitoring Ethiopian Wheat Fungus with Satellite Imagery and Deep Feature Learning
Journal Articles
June 2018

Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans

Author(s)
Hierarchical Modeling of Seed Variety Yields and Decision Making for Future Planting Plans
Working Papers
June 2018

Deep Transfer Learning for Crop Yield Prediction with Remote Sensing Data

Author(s)
Deep Transfer Learning for Crop Yield Prediction with Remote Sensing Data
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