Kummerfeld, Erich

4 publications

JMLR 2024 Data-Driven Automated Negative Control Estimation (DANCE): Search for, Validation of, and Causal Inference with Negative Controls Erich Kummerfeld, Jaewon Lim, Xu Shi

NeurIPS 2023 Fast Scalable and Accurate Discovery of DAGs Using the Best Order Score Search and Grow Shrink Trees Bryan Andrews, Joseph Ramsey, Ruben Sanchez Romero, Jazmin Camchong, Erich Kummerfeld

ECML-PKDD 2014 Causal Clustering for 2-Factor Measurement Models Erich Kummerfeld, Joe Ramsey, Renjie Yang, Peter Spirtes, Richard Scheines

NeurIPS 2013 Tracking Time-Varying Graphical Structure Erich Kummerfeld, David Danks