Andrew Miller
Andrew Miller
Postdoctoral Research Scientist, Columbia University
Підтверджена електронна адреса в columbia.edu - Домашня сторінка
Назва
Посилання
Посилання
Рік
Semi-amortized variational autoencoders
Y Kim, S Wiseman, A Miller, D Sontag, A Rush
International Conference on Machine Learning, 2678-2687, 2018
1702018
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
1232015
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
1192014
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
1082017
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
962015
Variational boosting: Iteratively refining posterior approximations
AC Miller, NJ Foti, RP Adams
International Conference on Machine Learning, 2420-2429, 2017
842017
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
682015
Reducing reparameterization gradient variance
AC Miller, NJ Foti, A D'Amour, RP Adams
arXiv preprint arXiv:1705.07880, 2017
562017
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
462020
Finding dominators via disjoint set union
W Fraczak, L Georgiadis, A Miller, RE Tarjan
Journal of Discrete Algorithms 23, 2-20, 2013
372013
Recurrent switching linear dynamical systems
SW Linderman, AC Miller, RP Adams, DM Blei, L Paninski, MJ Johnson
arXiv preprint arXiv:1610.08466, 2016
362016
Possession sketches: Mapping nba strategies
AC Miller, L Bornn
11th MIT Sloan Sports Analytics Conference, 2017
352017
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
352015
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
322011
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
232020
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
62019
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
52017
Approximate inference for constructing astronomical catalogs from images
J Regier, AC Miller, D Schlegel, RP Adams, JD McAuliffe
The Annals of Applied Statistics 13 (3), 1884-1926, 2019
42019
Discriminative regularization for latent variable models with applications to electrocardiography
A Miller, Z Obermeyer, J Cunningham, S Mullainathan
International Conference on Machine Learning, 4585-4594, 2019
42019
Erratum: Corrections to" finding dominators via disjoint set union"[J. Discrete Algorithms 23 (2013) 2-20]
W Fraczak, L Georgiadis, A Miller, RE Tarjan
Journal of Discrete Algorithms 26, 106-110, 2014
42014
У даний момент система не може виконати операцію. Спробуйте пізніше.
Статті 1–20