Jacob Bien
University of Southern California
H-index: 24
North America-United States
Top articles of Jacob Bien
Inferring independent sets of Gaussian variables after thresholding correlations
Journal of the American Statistical Association
2024/3/29
Inference on the proportion of variance explained in principal component analysis
arXiv preprint arXiv:2402.16725
2024/2/26
Generative AI for Data Science 101: Coding Without Learning To Code
arXiv preprint arXiv:2401.17647
2024/1/31
Jacob Bien
H-Index: 15
Gourab Mukherjee
H-Index: 9
Selective inference for hierarchical clustering
Journal of the American Statistical Association
2024/1/2
Predictive modeling of microbial data with interaction effects
bioRxiv
2024
Jacob Bien
H-Index: 15
Using Probability Density Functions to Evaluate Models (PDFEM, v1. 0) to compare a biogeochemical model with satellite-derived chlorophyll
Geoscientific Model Development
2023/8/18
Predicting rare events by shrinking towards proportional odds
2023/7/3
Jacob Bien
H-Index: 15
Comparing trained and untrained probabilistic ensemble forecasts of COVID-19 cases and deaths in the United States
International Journal of Forecasting
2023/7/1
Jacob Bien
H-Index: 15
Johannes Bracher
H-Index: 6
Identification of microbial metabolic functional guilds from large genomic datasets
Frontiers in Microbiology
2023/6/30
Interactive Exploration of Large Dendrograms with Prototypes
The American Statistician
2023/4/3
Andee Kaplan
H-Index: 3
Jacob Bien
H-Index: 15
Generalized data thinning using sufficient statistics
arXiv preprint arXiv:2303.12931
2023/3/22
Modeling cell populations measured by flow cytometry with covariates using sparse mixture of regressions
The annals of applied statistics
2023/3
Sangwon Hyun
H-Index: 6
Jacob Bien
H-Index: 15
Sparse identification and estimation of large-scale vector autoregressive moving averages
Journal of the American Statistical Association
2021
Cluster Stability Selection
arXiv preprint arXiv:2201.00494
2022/1/3
Jacob Bien
H-Index: 15
Tree-based node aggregation in sparse graphical models
Journal of Machine Learning Research
2022
Ines Wilms
H-Index: 8
Jacob Bien
H-Index: 15
Controlling costs: Feature selection on a budget
Stat
2022/12
Prediction Sets for High-Dimensional Mixture of Experts Models
arXiv preprint arXiv:2210.16710
2022/10/30
Adel Javanmard
H-Index: 22
Jacob Bien
H-Index: 15
Testing for association in multiview network data
Biometrics
2022/9
Supplementary Materials for Selective Inference for Hierarchical Clustering
2022/8/18
Ocean mover’s distance: using optimal transport for analysing oceanographic data
Proceedings of the Royal Society A
2022/6/29
Co-Authors
