Publications

• “Predicting Levels of Household Electricity Consumption in Low-Access Settings.” 2022 IEEE Winter Conference on Applications of Computer Vision (WACV) 2022. (Accepted)
• A scalable framework to measure the impact of spatial heterogeneity on electrification(2021)
• I Spy With My Electricity Eye: Predicting levels of electricity consumption for residential buildings in Kenya from satellite imagery, Machine Learning for the Developing World (ML4D) Neurips Workshop (2020).
• Learning to segment from misaligned and partial labels (2020)
• Progressive Disentaglement Using Relevant Factor VAE (2019)
• A longitudinal study of electricity consumption growth in Kenya (2018)
• 100% Clean and Renewable Wind, Water, and Sunlight All-Sector Energy Roadmaps for 139 Countries of the World(2017)
• How Information and Communications Technology (ICT) is Poised to Transform the Delivery of Energy Services (2017)
• The Living Roads Project: Giving a Voice to Roads in Developing Cities (2017)
• The natural and capital infrastructure of potential post-electrification wealth creation in Kenya (2017)
• Viscous Effects of Wetting and Non-Wetting Fluids on Capillary Trapping Mechanism: A Climate Change Mitigation Strategy (2012)