Chosen paper

How Does Batch Normalization Help Optimization?, Shibani Santurkar, Dimitris Tsipras, Andrew Ilyas, Aleksander Madry

Other suggestions

On the Dimensionality of Word Embedding. Zi Yin, Yuanyuan Shen
Review Papers: Modeling Capture, Recapture, and Removal Statistics for Estimation of Demographic Parameters for Fish and Wildlife Populations: Past, Present, and Future (paywalled), Kenneth Pollock
Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing, Jill-Jênn Vie, Hisashi Kashima
Many Analysts, One Data Set: Making Transparent How Variations in Analytic Choices Affect Results, R. Silberzahn, et al.