Handling incomplete heterogeneous data using VAEs

UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.4K citations

Computing, Computer Science, Artificial Intelligence +10

Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks

Jun-Yan Zhu, Taesung Park, Phillip Isola et al. · 2017 · 21.9K citations · Full text

Computing, Computer Science, Computer Vision +9

Auto-Encoding Variational Bayes

Diederik P. Kingma, Max Welling · UvA-DARE (University of Amsterdam) · 2013 · 15.6K citations · Full text

Computing, Computer Science, Machine Learning +16

Inference and missing data

Donald B. Rubin · Biometrika · 1976 · 9.7K citations

Natural Sciences, Biostatistics, Mathematics +17

Regression Models for Ordinal Data

Peter McCullagh · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1980 · 4.4K citations

Business, Biostatistics, Econometrics +13