Edward McFowland
Baim Institute for Clinical Research(US)
Publications by Year
Research Areas
Explainable Artificial Intelligence (XAI), Anomaly Detection Techniques and Applications, Data-Driven Disease Surveillance, Statistical Methods and Inference, Advanced Causal Inference Techniques
Most-Cited Works
- → Navigating the Jagged Technological Frontier: Field Experimental Evidence of the Effects of AI on Knowledge Worker Productivity and Quality(2023)628 cited
- → Fast subset scan for multivariate event detection(2012)43 cited
- → Scalable Detection of Anomalous Patterns With Connectivity Constraints(2014)42 cited
- → Penalized Fast Subset Scanning(2015)31 cited
- → Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error(2020)22 cited
- → Estimating Causal Peer Influence in Homophilous Social Networks by Inferring Latent Locations(2021)20 cited
- → Automated Local Regression Discontinuity Design Discovery(2018)14 cited
- → Efficient Discovery of Heterogeneous Treatment Effects in Randomized Experiments via Anomalous Pattern Detection(2018)11 cited
- → Gaussian Process Subset Scanning for Anomalous Pattern Detection in Non-iid Data(2018)11 cited
- → Achieving Reliable Causal Inference with Data-Mined Variables: A Random Forest Approach to the Measurement Error Problem(2022)6 cited