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
1612019
A single-cell transcriptomic atlas characterizes ageing tissues in the mouse
N Almanzar, ..., MJ Zhang, L Zhou, J Zou, TTM Consortium
Nature 583 (7817), 590-595, 2020
130*2020
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
65*2018
Determining sequencing depth in a single-cell RNA-seq experiment
MJ Zhang*, V Ntranos*, D Tse
Nature communications 11 (1), 1-11, 2020
30*2020
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
192014
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
172018
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
152019
Neuralfdr: Learning discovery thresholds from hypothesis features
F Xia*, MJ Zhang*, JY Zou, D Tse
Advances in Neural Information Processing Systems, 1541-1550, 2017
152017
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
82020
Adaptive monte carlo multiple testing via multi-armed bandits
M Zhang, J Zou, D Tse
International Conference on Machine Learning, 7512-7522, 2019
82019
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
52020
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
52016
Bandit-PAM: Almost Linear Time -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
42020
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
42016
Mouse aging cell atlas analysis reveals global and cell type-specific aging signatures
MJ Zhang, AO Pisco, S Darmanis, J Zou
Elife 10, e62293, 2021
12021
MLDemon: Deployment Monitoring for Machine Learning Systems
A Ginart, M Zhang, J Zou
arXiv preprint arXiv:2104.13621, 2021
2021
Toward Faster and More Data-efficient Computational Biology
MJ Zhang
PQDT-Global, 2019
2019
Minimax Optimality of Sign Test for Paired Heterogeneous Data
MJ Zhang, M Razaviyayn, D Tse
arXiv preprint arXiv:1801.04005, 2018
2018
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Artículos 1–18