Caleb Ellington

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Conditional Distributions

Top Venues

J. Biomed. Informatics

Publications

Stefan Hegselmann, Antonio Parziale, Divya Shanmugam, Shengpu Tang, Kristen Severson, Mercy Nyamewaa Asiedu, Serina Chang, Bonaventure F. P. Dossou, Qian Huang, Fahad Kamran, Haoran Zhang, Sujay Nagaraj, Luis Oala, Shan Xu, Chinasa T. Okolo, Helen Zhou, Jessica Dafflon, Caleb Ellington, Sarah Jabbour, Hyewon Jeong, Harry Reyes Nieva, Yuzhe Yang, Ghada Zamzmi, Vishwali Mhasawade, Van Truong, Payal Chandak, Matthew Lee, Peniel Argaw, Kyle Heuton, Harvineet Singh, Thomas Hartvigsen
Machine Learning for Health (ML4H) 2023. ML4H@NeurIPS (2023)
Benjamin J. Lengerich, Mark E. Nunnally, Yin Aphinyanaphongs, Caleb Ellington, Rich Caruana
Automated interpretable discovery of heterogeneous treatment effectiveness: A COVID-19 case study. J. Biomed. Informatics 130 (2022)
Xinshi Chen, Haoran Sun, Caleb Ellington, Eric P. Xing, Le Song
Multi-task Learning of Order-Consistent Causal Graphs. NeurIPS (2021)
Xinshi Chen, Haoran Sun, Caleb Ellington, Eric P. Xing, Le Song
Multi-task Learning of Order-Consistent Causal Graphs. CoRR (2021)
Benjamin Lengerich, Caleb Ellington, Bryon Aragam, Eric P. Xing, Manolis Kellis
NOTMAD: Estimating Bayesian Networks with Sample-Specific Structures and Parameters. CoRR (2021)