Connor T. Jerzak PRO

cjerzak's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

authored 2 papers 3 months ago

Detecting and Mitigating Treatment Leakage in Text-Based Causal Inference: Distillation and Sensitivity Analysis

Paper • 2601.02400 • Published Dec 30, 2025

Estimating Causal Effects Under Image Confounding Bias with an Application to Poverty in Africa

Paper • 2206.06410 • Published Jun 13, 2022

authored 2 papers 7 months ago

Remote Auditing: Design-based Tests of Randomization, Selection, and Missingness with Broadly Accessible Satellite Imagery

Paper • 2510.00128 • Published Sep 30, 2025

Chinese vs. World Bank Development Projects: Insights from Earth Observation and Computer Vision on Wealth Gains in Africa, 2002-2013

Paper • 2509.25648 • Published Sep 30, 2025

authored 3 papers 9 months ago

Attenuation Bias with Latent Predictors

Paper • 2507.22218 • Published Jul 29, 2025 • 1

Platonic Representations for Poverty Mapping: Unified Vision-Language Codes or Agent-Induced Novelty?

Paper • 2508.01109 • Published Aug 1, 2025 • 4

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

Paper • 2508.01341 • Published Aug 2, 2025 • 1

authored a paper 10 months ago

Benchmarking Debiasing Methods for LLM-based Parameter Estimates

Paper • 2506.09627 • Published Jun 11, 2025 • 1

authored a paper 12 months ago

Selecting Optimal Candidate Profiles in Adversarial Environments Using Conjoint Analysis and Machine Learning

Paper • 2504.19043 • Published Apr 26, 2025 • 4

authored 3 papers over 1 year ago

fastrerandomize: An R Package for Fast Rerandomization Using Accelerated Computing

Paper • 2501.07642 • Published Jan 13, 2025

Encoding Multi-level Dynamics in Effect Heterogeneity Estimation

Paper • 2411.02134 • Published Nov 4, 2024

Effect Heterogeneity with Earth Observation in Randomized Controlled Trials: Exploring the Role of Data, Model, and Evaluation Metric Choice

Paper • 2407.11674 • Published Jul 16, 2024

authored a paper almost 2 years ago

Planetary Causal Inference: Implications for the Geography of Poverty

Paper • 2406.02584 • Published May 30, 2024

authored 3 papers about 2 years ago

Can Large Language Models (or Humans) Distill Text?

Paper • 2403.16584 • Published Mar 25, 2024 • 3

CausalImages: An R Package for Causal Inference with Earth Observation, Bio-medical, and Social Science Images

Paper • 2310.00233 • Published Sep 30, 2023

Degrees of Randomness in Rerandomization Procedures

Paper • 2310.00861 • Published Oct 2, 2023 • 1

authored 3 papers over 2 years ago

Linking Datasets on Organizations Using Half A Billion Open Collaborated Records

Paper • 2302.02533 • Published Feb 6, 2023

Integrating Earth Observation Data into Causal Inference: Challenges and Opportunities

Paper • 2301.12985 • Published Jan 30, 2023

Image-based Treatment Effect Heterogeneity

Paper • 2206.06417 • Published Jun 13, 2022