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Garrett Bernstein
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Phenology of nocturnal avian migration has shifted at the continental scale
KG Horton, FA La Sorte, D Sheldon, TY Lin, K Winner, G Bernstein, S Maji, ...
Nature Climate Change 10 (1), 63-68, 2020
1342020
MistNet: Measuring historical bird migration in the US using archived weather radar data and convolutional neural networks
TY Lin, K Winner, G Bernstein, A Mittal, AM Dokter, KG Horton, C Nilsson, ...
Methods in Ecology and Evolution 10 (11), 1908-1922, 2019
722019
Differentially private bayesian linear regression
G Bernstein, DR Sheldon
Advances in Neural Information Processing Systems 32, 2019
632019
Differentially private bayesian inference for exponential families
G Bernstein, DR Sheldon
Advances in Neural Information Processing Systems 31, 2018
512018
Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models
G Bernstein, R McKenna, T Sun, D Sheldon, M Hay, G Miklau
ICML 2017, 2017
342017
Innovative visualizations shed light on avian nocturnal migration
J Shamoun-Baranes, A Farnsworth, B Aelterman, JA Alves, K Azijn, ...
PloS one 11 (8), e0160106, 2016
292016
Bayesian discovery of threat networks
ST Smith, EK Kao, KD Senne, G Bernstein, S Philips
IEEE Transactions on Signal Processing 62 (20), 5324-5338, 2014
262014
Consistently Estimating Markov Chains with Noisy Aggregate Data
G Bernstein, D Sheldon
AISTATS 2016, 2016
242016
Stochastic agent-based simulations of social networks
G Bernstein, K O'Brien
arXiv preprint arXiv:1309.1747, 2013
182013
Covert network detection
ST Smith, KD Senne, S Philips, EK Kao, G Bernstein
Lincoln Laboratory Journal 20 (1), 3.1, 2013
152013
Migratory flight on the Pacific Flyway: strategies and tendencies of wind drift compensation
PB Newcombe, C Nilsson, TY Lin, K Winner, G Bernstein, S Maji, ...
Biology letters 15 (9), 20190383, 2019
112019
Inference in a partially observed queuing model with applications in ecology
K Winner, G Bernstein, D Sheldon
International Conference on Machine Learning, 2512-2520, 2015
62015
Network detection theory and performance
ST Smith, KD Senne, S Philips, EK Kao, G Bernstein
arXiv preprint arXiv:1303.5613, 2013
42013
Graphical Models For Rare Sequence Variant Interpretation.
A Nampally, E Palovcak, G Bernstein, M Davis
2021
Noise-Aware Inference for Differential Privacy
G Bernstein
2020
Bayesian network detection using absorbing Markov chains
ST Smith, EK Kao, KD Senne, G Bernstein
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
2014
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Articles 1–16