Stefano Ermon

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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
February 2019

Mapping Missing Population in Rural India: A Deep Learning Approach with Satellite Imagery

Author(s)
cover link Mapping Missing Population in Rural India: A Deep Learning Approach with Satellite Imagery
Journal Articles
June 2018

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

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