Markus B. Pettersson

2 papers · 2023–2026 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird

Conferences

AAAI (1) IJCAI (1)

Top co-authors

Adel Daoud (2) Fredrik D. Johansson (1) Connor Thomas Jerzak (1) Mohammad Kakooei (1) Julia Ortheden (1)

Keywords

satellite imagery (2) temporal modeling (1) transfer learning (1) domain adaptation (1) machine learning (1) convolutional neural network (1) recurrent neural network (1) poverty prediction (1) causal inference (1) prediction-powered inference (1)

Papers

Debiasing Machine Learning Predictions for Causal Inference Without Additional Ground Truth Data: “One Map, Many Trials” in Satellite-Driven Poverty Analysis AAAI 2026

Time Series of Satellite Imagery Improve Deep Learning Estimates of Neighborhood-Level Poverty in Africa IJCAI 2023