Praveen Ravirathinam

Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract)

Spatial data are ubiquitous and have transformed decision-making in many critical domains, including public health, agriculture, transportation, etc. While recent advances in machine learning offer promising ways to harness massive spatial datasets (e.g., satellite imagery), spatial heterogeneity --…