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Jason Xu
Jason Xu
Assistant Professor of Statistical Science, Duke University
Verified email at duke.edu - Homepage
Title
Cited by
Cited by
Year
Stochastic variational inference for hidden Markov models
NJ Foti, J Xu, D Laird, EB Fox
Advances in Neural Information Processing Systems, 2014
1042014
Power k-Means Clustering
J Xu, K Lange
International Conference on Machine Learning, 6921-6931, 2019
942019
Entropy weighted power k-means clustering
S Chakraborty, D Paul, S Das, J Xu
International conference on artificial intelligence and statistics, 691-701, 2020
712020
Quantitative stability of hematopoietic stem and progenitor cell clonal output in rhesus macaques receiving transplants
SJ Koelle, DA Espinoza, C Wu, J Xu, R Lu, B Li, RE Donahue, CE Dunbar
Blood 129 (11), 1448-1457, 2017
622017
Myosin-independent cytokinesis in Giardia utilizes flagella to coordinate force generation and direct membrane trafficking
WR Hardin, R Li, J Xu, AM Shelton, GCM Alas, VN Minin, AR Paredez
Proceedings of the National Academy of Sciences 114 (29), E5854-E5863, 2017
592017
Birth/birth-death processes and their computable transition probabilities with biological applications
LST Ho, J Xu, FW Crawford, VN Minin, MA Suchard
Journal of mathematical biology 76, 911-944, 2018
53*2018
Generalized linear model regression under distance-to-set penalties
J Xu, EC Chi, K Lange
Advances in Neural Information Processing Systems, 2017
392017
An Examination of School Reopening Strategies during the SARS-CoV-2 Pandemic
A Landeros, X Ji, KL Lange, TC Stutz, J Xu, ME Sehl, JS Sinsheimer
PloS one, 2021
272021
Likelihood‐based inference for discretely observed birth–death‐shift processes, with applications to evolution of mobile genetic elements
J Xu, P Guttorp, M Kato‐Maeda, VN Minin
Biometrics 71 (4), 1009-1021, 2015
242015
Statistical inference for partially observed branching processes with application to cell lineage tracking of in vivo hematopoiesis
J Xu, S Koelle, P Guttorp, C Wu, CE Dunbar, JL Abkowitz, VN Minin
The Annals of Applied Statistics, 2019
21*2019
Likelihood-based inference for partially observed epidemics on dynamic networks
F Bu, AE Aiello, J Xu, A Volfovsky
Journal of the American Statistical Association 117 (537), 510-526, 2022
202022
Visualizing hematopoiesis as a stochastic process
J Xu, Y Wang, P Guttorp, JL Abkowitz
Blood Advances 2 (20), 2637-2645, 2018
172018
Uniform concentration bounds toward a unified framework for robust clustering
D Paul, S Chakraborty, S Das, J Xu
Advances in Neural Information Processing Systems 34, 8307-8319, 2021
162021
Projection onto Minkowski sums with application to constrained learning
JH Won, J Xu, K Lange
International Conference on Machine Learning, 3642-3651, 2019
142019
A majorization–minimization algorithm for split feasibility problems
J Xu, EC Chi, M Yang, K Lange
Computational Optimization and Applications 71 (3), 795-828, 2018
122018
Efficient transition probability computation for continuous-time branching processes via compressed sensing
J Xu, VN Minin
Uncertainty in Artificial Intelligence 2015, 952, 2015
122015
Simple and Scalable Sparse k-means Clustering via Feature Ranking
Z Zhang, K Lange, J Xu
Advances in Neural Information Processing Systems 33, 2020
112020
A Proximal Distance Algorithm for Likelihood-based Sparse Covariance Estimation
J Xu, K Lange
Biometrika 109 (4), 1047-1066, 2022
92022
Implicit Annealing in Kernel Spaces: A Strongly Consistent Clustering Approach
D Paul, S Chakraborty, S Das, J Xu
IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (5), 2023
8*2023
Robust cone-mediated signaling persists late into rod photoreceptor degeneration
ML Scalabrino, M Thapa, LA Chew, E Zhang, J Xu, AP Sampath, J Chen, ...
Elife 11, e80271, 2022
82022
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