Andrew C. Miller
Andrew C. Miller
Research Scientist, Apple
Потвърден имейл адрес: apple.com - Начална страница
Semi-amortized variational autoencoders
Y Kim, S Wiseman, A Miller, D Sontag, A Rush
International Conference on Machine Learning, 2678-2687, 2018
Advances in nowcasting influenza-like illness rates using search query logs
V Lampos, AC Miller, S Crossan, C Stefansen
Scientific reports 5 (1), 1-10, 2015
Bayesian learning and inference in recurrent switching linear dynamical systems
S Linderman, M Johnson, A Miller, R Adams, D Blei, L Paninski
Artificial Intelligence and Statistics, 914-922, 2017
Factorized point process intensities: A spatial analysis of professional basketball
A Miller, L Bornn, R Adams, K Goldsberry
International conference on machine learning, 235-243, 2014
Characterizing the spatial structure of defensive skill in professional basketball
A Franks, A Miller, L Bornn, K Goldsberry
The Annals of Applied Statistics 9 (1), 94-121, 2015
Variational boosting: Iteratively refining posterior approximations
AC Miller, NJ Foti, RP Adams
International Conference on Machine Learning, 2420-2429, 2017
Counterpoints: Advanced defensive metrics for nba basketball
A Franks, A Miller, L Bornn, K Goldsberry
9th annual MIT sloan sports analytics conference, Boston, MA, 2015
Reducing reparameterization gradient variance
A Miller, N Foti, A D'Amour, RP Adams
Advances in Neural Information Processing Systems 30, 2017
Probabilistic models of larval zebrafish behavior reveal structure on many scales
RE Johnson, S Linderman, T Panier, CL Wee, E Song, KJ Herrera, ...
Current Biology 30 (1), 70-82. e4, 2020
Recurrent switching linear dynamical systems
SW Linderman, AC Miller, RP Adams, DM Blei, L Paninski, MJ Johnson
arXiv preprint arXiv:1610.08466, 2016
Possession sketches: Mapping nba strategies
AC Miller, L Bornn
Proceedings of the MIT Sloan Sports Analytics Conference, Boston, MA, USA, 3-4, 2017
Celeste: Variational inference for a generative model of astronomical images
J Regier, A Miller, J McAuliffe, R Adams, M Hoffman, D Lang, D Schlegel, ...
International Conference on Machine Learning, 2095-2103, 2015
Real-time rendering and dynamic updating of 3-d volumetric data
A Miller, V Jain, JL Mundy
Proceedings of the Fourth Workshop on General Purpose Processing on Graphics …, 2011
Mobility trends provide a leading indicator of changes in SARS-CoV-2 transmission
AC Miller, NJ Foti, JA Lewnard, NP Jewell, C Guestrin, EB Fox
MedRxiv, 2020
Mitigation of SARS-CoV-2 transmission at a large public university
DRE Ranoa, RL Holland, FG Alnaji, KJ Green, L Wang, RL Fredrickson, ...
medRxiv, 2021
Probabilistic models of larval zebrafish behavior: structure on many scales
RE Johnson, S Linderman, T Panier, CL Wee, E Song, KJ Herrera, ...
bioRxiv, 672246, 2019
Breiman's two cultures: You don't have to choose sides
AC Miller, NJ Foti, EB Fox
Observational Studies 7 (1), 161-169, 2021
Studying basketball through the lens of player tracking data
L Bornn, D Cervone, A Franks, A Miller
Handbook of statistical methods and analyses in sports, 261-286, 2017
Learning insulin-glucose dynamics in the wild
AC Miller, NJ Foti, E Fox
Machine Learning for Healthcare Conference, 172-197, 2020
Statistical deconvolution for inference of infection time series
AC Miller, L Hannah, J Futoma, NJ Foti, EB Fox, A D’Amour, M Sandler, ...
medRxiv, 2020
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