Top 20 Recent Research Papers on Machine Learning and Deep Learning by Thuy T. Pham
https://www.kdnuggets.com/2017/04/top-20-papers-machine-learning.html

Machine learning and Deep Learning research advances are transforming our technology. Here are the 20 most important (most-cited) scientific papers that have been published since 2014, starting with “Dropout: a simple way to prevent neural networks from overfitting”. This will be added to Artificial Intelligence Resources Subject Tracer™. This will be added to Entrepreneurial Resources Subject Tracer™. This will be added to the tools section of Research Resources Subject Tracer™.