Garrett Bernstein

Phenology of nocturnal avian migration has shifted at the continental scale

Kyle G. Horton, Frank A. La Sorte, Daniel Sheldon et al. · Nature Climate Change · 2019 · 149 citations

Biology, Continental Scale, Nocturnal Avian Migration +7

M<scp>ist</scp>N<scp>et</scp>: Measuring historical bird migration in the US using archived weather radar data and convolutional neural networks

Tsung‐Yu Lin, Kevin Winner, Garrett Bernstein et al. · Methods in Ecology and Evolution · 2019 · 83 citations

Radar Data, Convolutional Neural Network, Engineering +18

Differentially Private Bayesian Linear Regression

Garrett Bernstein, Daniel Sheldon · arXiv (Cornell University) · 2019 · 24 citations · Full text

Bayesian Statistics, Privacy Protection, Engineering +14

Differentially Private Bayesian Inference for Exponential Families

Garrett Bernstein, Daniel Sheldon · arXiv (Cornell University) · 2018 · 23 citations · Full text

Bayesian Statistic, Privacy Protection, Engineering +15

Innovative Visualizations Shed Light on Avian Nocturnal Migration

Judy Shamoun‐Baranes, Andrew Farnsworth, Bart Aelterman et al. · PLoS ONE · 2016 · 19 citations · Full text

Meteorology, Engineering, Data Science +12