Connor Thomas Jerzak
4 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
Top co-authors
Research topics
Keywords
causal inference
(3)
satellite imagery
(2)
conditional average treatment effect
(2)
prediction-powered inference
(2)
parameter estimation
(1)
machine learning
(1)
label efficiency
(1)
causal effect
(1)
debiasing method
(1)
treatment effect estimation
(1)
vision transformer
(1)
bias reduction
(1)
effect heterogeneity
(1)
large language model
(1)
rank average treatment effect ratio
(1)
deep probabilistic modeling
(1)
image-based analysis
(1)
causal forest
(1)
statistical inference
(1)
domain adaptation
(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
Benchmarking Debiasing Methods for LLM-based Parameter Estimates
EMNLP 2025
Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to Two Anti-Poverty RCTs
CLeaR 2025
Image-based Treatment Effect Heterogeneity
CLeaR 2023