Stochastic variational inference for hidden Markov models NJ Foti, J Xu, D Laird, EB Fox Advances in Neural Information Processing Systems, 2014 | 106 | 2014 |
Power k-Means Clustering J Xu, K Lange International Conference on Machine Learning, 6921-6931, 2019 | 100 | 2019 |
Entropy weighted power k-means clustering S Chakraborty, D Paul, S Das, J Xu International conference on artificial intelligence and statistics, 691-701, 2020 | 71 | 2020 |
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 | 63 | 2017 |
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 | 61 | 2017 |
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 | 55* | 2018 |
Generalized linear model regression under distance-to-set penalties J Xu, EC Chi, K Lange Advances in Neural Information Processing Systems, 2017 | 41 | 2017 |
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 | 30 | 2021 |
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 | 24 | 2015 |
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 | 23 | 2022 |
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 |
Visualizing hematopoiesis as a stochastic process J Xu, Y Wang, P Guttorp, JL Abkowitz Blood Advances 2 (20), 2637-2645, 2018 | 17 | 2018 |
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 | 16 | 2021 |
Projection onto Minkowski sums with application to constrained learning JH Won, J Xu, K Lange International Conference on Machine Learning, 3642-3651, 2019 | 16 | 2019 |
Simple and Scalable Sparse k-means Clustering via Feature Ranking Z Zhang, K Lange, J Xu Advances in Neural Information Processing Systems 33, 2020 | 14 | 2020 |
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 | 12 | 2018 |
Efficient transition probability computation for continuous-time branching processes via compressed sensing J Xu, VN Minin Uncertainty in Artificial Intelligence 2015, 952, 2015 | 12 | 2015 |
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 | 11* | 2023 |
A Proximal Distance Algorithm for Likelihood-based Sparse Covariance Estimation J Xu, K Lange Biometrika 109 (4), 1047-1066, 2022 | 10 | 2022 |
Biconvex clustering S Chakraborty, J Xu Journal of Computational and Graphical Statistics, 1-23, 2023 | 8 | 2023 |