Theo dõi
Jon McAuliffe
Jon McAuliffe
Professor (Adj.) of Statistics, University of California, Berkeley
Email được xác minh tại stat.berkeley.edu
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Variational inference: A review for statisticians
DM Blei, A Kucukelbir, JD McAuliffe
Journal of the American Statistical Association 112 (518), 859-877, 2017
63262017
Supervised topic models
DM Blei, JD McAuliffe
Arxiv preprint arXiv:1003.0783, 2010
2346*2010
Convexity, classification, and risk bounds
PL Bartlett, MI Jordan, JD McAuliffe
Journal of the American Statistical Association 101 (473), 138-156, 2006
18712006
Phylogenetic shadowing of primate sequences to find functional regions of the human genome
D Boffelli, J McAuliffe, D Ovcharenko, KD Lewis, I Ovcharenko, L Pachter, ...
Science 299 (5611), 1391-1394, 2003
6792003
Candidate cell and matrix interaction domains on the collagen fibril, the predominant protein of vertebrates
SM Sweeney, JP Orgel, A Fertala, JD McAuliffe, KR Turner, GA Di Lullo, ...
Journal of Biological Chemistry 283 (30), 21187-21197, 2008
3552008
Time-uniform, nonparametric, nonasymptotic confidence sequences
SR Howard, A Ramdas, J McAuliffe, J Sekhon
The Annals of Statistics 49 (2), 1055-1080, 2021
3292021
Variational inference for large-scale models of discrete choice
M Braun, J McAuliffe
Journal of the American Statistical Association 105 (489), 324-335, 2010
2292010
Toward a protein profile of Escherichia coli: Comparison to its transcription profile
RW Corbin, O Paliy, F Yang, J Shabanowitz, M Platt, CE Lyons Jr, K Root, ...
Proceedings of the National Academy of Sciences 100 (16), 9232-9237, 2003
2272003
Nonparametric empirical Bayes for the Dirichlet process mixture model
JD McAuliffe, DM Blei, MI Jordan
Statistics and Computing 16 (1), 5-14, 2006
1762006
Time-uniform Chernoff bounds via nonnegative supermartingales
SR Howard, A Ramdas, J McAuliffe, J Sekhon
Probability Surveys 17, 257-317, 2020
158*2020
Sulfur and nitrogen limitation in Escherichia coli K-12: specific homeostatic responses
P Gyaneshwar, O Paliy, J McAuliffe, DL Popham, MI Jordan, S Kustu
Journal of bacteriology 187 (3), 1074-1090, 2005
1272005
Multiple-sequence functional annotation and the generalized hidden Markov phylogeny
JD McAuliffe, L Pachter, MI Jordan
Bioinformatics 20 (12), 1850-1860, 2004
782004
PPM-based data compression
J McAuliffe, D Joerg
US Patent 7,113,112, 2006
672006
Lessons from Escherichia coli genes similarly regulated in response to nitrogen and sulfur limitation
P Gyaneshwar, O Paliy, J McAuliffe, A Jones, MI Jordan, S Kustu
Proceedings of the National Academy of Sciences 102 (9), 3453-3458, 2005
522005
Rao-Blackwellized stochastic gradients for discrete distributions
R Liu, J Regier, N Tripuraneni, M Jordan, J Mcauliffe
International Conference on Machine Learning, 4023-4031, 2019
482019
Celeste: Variational inference for a generative model of astronomical images
J Regier, A Miller, J McAuliffe, R Adams, M Hoffman, D Lang, D Schlegel, ...
Proceedings of the 32nd International Conference on Machine Learning, 2015
462015
Cataloging the visible universe through Bayesian inference in Julia at petascale
J Regier, K Fischer, K Pamnany, A Noack, J Revels, M Lam, S Howard, ...
Journal of Parallel and Distributed Computing, 2019
422019
Fast black-box variational inference through stochastic trust-region optimization
J Regier, MI Jordan, J McAuliffe
Advances in Neural Information Processing Systems, 2402-2411, 2017
302017
Long-and short-term selective forces on malaria parasite genomes
S Nygaard, A Braunstein, G Malsen, S Van Dongen, PP Gardner, A Krogh, ...
PLoS Genet 6 (9), e1001099, 2010
262010
Machine learning in low-level microarray analysis
BIP Rubinstein, J McAuliffe, S Cawley, M Palaniswami, ...
ACM SIGKDD Explorations Newsletter 5 (2), 130-139, 2003
232003
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