Martin Jinye Zhang
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Longitudinal multi-omics of host–microbe dynamics in prediabetes
W Zhou*, MR Sailani*, K Contrepois*, Y Zhou*, S Ahadi*, SR Leopold, ...
Nature 569 (7758), 663-671, 2019
A single cell transcriptomic atlas characterizes aging tissues in the mouse
AO Pisco, N Schaum, A McGeever, J Karkanias, NF Neff, S Darmanis, ...
BioRxiv, 661728, 2019
Exploring patterns enriched in a dataset with contrastive principal component analysis
A Abid*, MJ Zhang*, VK Bagaria, J Zou
Nature communications 9 (1), 1-7, 2018
Medoids in almost-linear time via multi-armed bandits
V Bagaria*, G Kamath*, V Ntranos*, M Zhang*, D Tse
International Conference on Artificial Intelligence and Statistics, 500-509, 2018
Neuralfdr: Learning discovery thresholds from hypothesis features
F Xia*, MJ Zhang*, JY Zou, D Tse
Advances in Neural Information Processing Systems, 1541-1550, 2017
On the theoretical analysis of cross validation in compressive sensing
J Zhang, L Chen, PT Boufounos, Y Gu
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
Determining sequencing depth in a single-cell RNA-seq experiment
MJ Zhang*, V Ntranos*, D Tse
Nature communications 11 (1), 1-11, 2020
Fast and covariate-adaptive method amplifies detection power in large-scale multiple hypothesis testing
MJ Zhang, F Xia, J Zou
Nature communications 10 (1), 1-11, 2019
Cross validation in compressive sensing and its application of OMP-CV algorithm
J Zhang, L Chen, PT Boufounos, Y Gu
arXiv preprint arXiv:1602.06373, 2016
Adaptive monte carlo multiple testing via multi-armed bandits
MJ Zhang, J Zou, D Tse
arXiv preprint arXiv:1902.00197, 2019
Block-wise map inference for determinantal point processes with application to change-point detection
MJ Zhang, Z Ou
2016 IEEE Statistical Signal Processing Workshop (SSP), 1-5, 2016
Deep longitudinal multiomics profiling reveals two biological seasonal patterns in California
MR Sailani, AA Metwally, W Zhou, SMSF Rose, S Ahadi, K Contrepois, ...
Nature communications 11 (1), 1-12, 2020
Polymicrobial periodontal disease triggers a wide radius of effect and unique virome
L Gao, M Kang, MJ Zhang, MR Sailani, R Kuraji, A Martinez, C Ye, ...
NPJ biofilms and microbiomes 6 (1), 1-13, 2020
BanditPAM: Almost Linear Time k-Medoids Clustering via Multi-Armed Bandits
M Tiwari, MJ Zhang, J Mayclin, S Thrun, C Piech, I Shomorony
Advances in Neural Information Processing Systems 33, 2020
Mouse Aging Cell Atlas Analysis Reveals Global and Cell Type Specific Aging Signatures
MJ Zhang, AO Pisco, S Darmanis, J Zou
BioRxiv, 2019
Minimax Optimality of Sign Test for Paired Heterogeneous Data
MJ Zhang, M Razaviyayn, D Tse
arXiv preprint arXiv:1801.04005, 2018
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