Jacob Bien

Identifiers

• name variant Jacob Bien 0.60 · backfill

Papers (44)

1. Confidence Calibration in Large Language Models cs.AI · 2026 · author #3
2. Reluctant Interaction Inference after Additive Modeling stat.ME · 2025 · author #4
3. Trend Filtered Mixture of Experts for Automated Gating of High-Frequency Flow Cytometry Data stat.ME · 2025 · author #4
4. Semi-Supervised Learning of Noisy Mixture of Experts Models stat.ME · 2024 · author #3
5. Discussion of "Data fission: splitting a single data point" stat.ME · 2024 · author #5
6. Inference on the proportion of variance explained in principal component analysis stat.ME · 2024 · author #3
7. Generative AI for Data Science 101: Coding Without Learning To Code stat.OT · 2024 · author #1
8. Predicting Rare Events by Shrinking Towards Proportional Odds stat.ME · 2023 · author #2
9. Inferring independent sets of Gaussian variables after thresholding correlations stat.ME · 2022 · author #3
10. Prediction Sets for High-Dimensional Mixture of Experts Models math.ST · 2022 · author #3
11. Interactive Exploration of Large Dendrograms with Prototypes stat.OT · 2022 · author #2
12. Comparing trained and untrained probabilistic ensemble forecasts of COVID-19 cases and deaths in the United States stat.ME · 2022 · author #3
13. Cluster Stability Selection stat.ME · 2022 · author #2
14. Ocean Mover's Distance: Using Optimal Transport for Analyzing Oceanographic Data stat.AP · 2021 · author #11
15. Controlling the False Split Rate in Tree-Based Aggregation stat.ME · 2021 · author #2
16. Tree-based Node Aggregation in Sparse Graphical Models stat.ME · 2021 · author #2
17. Selective Inference for Hierarchical Clustering stat.ME · 2020 · author #2
18. Modeling Cell Populations Measured By Flow Cytometry With Covariates Using Sparse Mixture of Regressions stat.AP · 2020 · author #4
19. Controlling Costs: Feature Selection on a Budget stat.ME · 2019 · author #3
20. Testing for Association in Multi-View Network Data stat.ME · 2019 · author #3
21. Reluctant Interaction Modeling stat.ME · 2019 · author #2
22. Are Clusterings of Multiple Data Views Independent? stat.ME · 2019 · author #2
23. Rare Feature Selection in High Dimensions stat.ME · 2018 · author #2
24. Prediction Error Bounds for Linear Regression With the TREX math.ST · 2018 · author #1
25. Estimating the error variance in a high-dimensional linear model stat.ME · 2017 · author #2
26. Valid Inference Corrected for Outlier Removal stat.ME · 2017 · author #2
27. Interpretable Vector AutoRegressions with Exogenous Time Series stat.ML · 2017 · author #3
28. Sparse Identification and Estimation of Large-Scale Vector AutoRegressive Moving Averages stat.ME · 2017 · author #3
29. BigVAR: Tools for Modeling Sparse High-Dimensional Multivariate Time Series stat.CO · 2017 · author #3
30. The Simulator: An Engine to Streamline Simulations stat.CO · 2016 · author #1
31. Graph-Guided Banding of the Covariance Matrix stat.ME · 2016 · author #1
32. Learning Local Dependence In Ordered Data math.ST · 2016 · author #2
33. Non-convex Global Minimization and False Discovery Rate Control for the TREX stat.ML · 2016 · author #1
34. Hierarchical Sparse Modeling: A Choice of Two Group Lasso Formulations stat.ME · 2015 · author #2
35. VARX-L: Structured Regularization for Large Vector Autoregressions with Exogenous Variables stat.AP · 2015 · author #3
36. High Dimensional Forecasting via Interpretable Vector Autoregression stat.ME · 2014 · author #3
37. Sparse Partially Linear Additive Models stat.ME · 2014 · author #2
38. Convex Banding of the Covariance Matrix math.ST · 2014 · author #1
39. Convex hierarchical testing of interactions stat.ME · 2012 · author #1
40. A lasso for hierarchical interactions stat.ME · 2012 · author #1
41. Prototype selection for interpretable classification stat.AP · 2012 · author #1
42. Strong rules for discarding predictors in lasso-type problems math.ST · 2010 · author #2
43. CUR from a Sparse Optimization Viewpoint cs.DS · 2010 · author #1
44. Classification by Set Cover: The Prototype Vector Machine stat.ML · 2009 · author #1

Mentions

• 2402.16725 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 2506.01219 #4 · arxiv_oai · confidence 0.70 Jacob Bien
• 2504.12287 #4 · arxiv_oai · confidence 0.70 Jacob Bien
• 2401.17647 #1 · arxiv_oai · confidence 0.70 Jacob Bien
• 2410.09039 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 2409.03069 #5 · arxiv_oai · confidence 0.70 Jacob Bien
• 2305.18700 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 1910.03627 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 1907.08414 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 1803.06675 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 2111.08736 #11 · arxiv_oai · confidence 0.70 Jacob Bien
• 2211.01521 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 2012.02936 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 2210.16710 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 2008.11251 #4 · arxiv_oai · confidence 0.70 Jacob Bien
• 2201.12387 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 2206.01703 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 2201.00494 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 2108.05350 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 1707.09208 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 1604.06815 #1 · arxiv_oai · confidence 0.70 Jacob Bien
• 1909.11640 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 2101.12503 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 1412.5250 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 1711.10635 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 1712.02412 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 1901.03905 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 1407.4729 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 1606.00451 #1 · arxiv_oai · confidence 0.70 Jacob Bien
• 1801.01394 #1 · arxiv_oai · confidence 0.70 Jacob Bien
• 1604.07451 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 1512.01631 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 1711.03623 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 1508.07497 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 1702.07094 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 1607.00021 #1 · arxiv_oai · confidence 0.70 Jacob Bien
• 1211.1344 #1 · arxiv_oai · confidence 0.70 Jacob Bien
• 1405.6210 #1 · arxiv_oai · confidence 0.70 Jacob Bien
• 1205.5050 #1 · arxiv_oai · confidence 0.70 Jacob Bien
• 1202.5933 #1 · arxiv_oai · confidence 0.70 Jacob Bien
• 1011.2234 #2 · arxiv_oai · confidence 0.70 Jacob Bien
• 1011.0413 #1 · arxiv_oai · confidence 0.70 Jacob Bien
• 0908.2284 #1 · arxiv_oai · confidence 0.70 Jacob Bien
• 1508.07497 #3 · backfill · confidence 0.70 Jacob Bien
• 1407.4729 #2 · backfill · confidence 0.70 Jacob Bien
• 1405.6210 #1 · backfill · confidence 0.70 Jacob Bien
• 2605.23909 #3 · arxiv_oai · confidence 0.70 Jacob Bien
• 1211.1344 #1 · backfill · confidence 0.70 Jacob Bien
• 1205.5050 #1 · backfill · confidence 0.70 Jacob Bien
• 1202.5933 #1 · backfill · confidence 0.70 Jacob Bien
• 1011.2234 #2 · backfill · confidence 0.70 Jacob Bien
• 1011.0413 #1 · backfill · confidence 0.70 Jacob Bien
• 0908.2284 #1 · backfill · confidence 0.70 Jacob Bien

Frequent Coauthors

• Daniela Witten 7 shared papers
• Guo Yu 5 shared papers
• Robert Tibshirani 5 shared papers
• Ines Wilms 4 shared papers
• Lucy L. Gao 4 shared papers
• David S. Matteson 3 shared papers
• Sangwon Hyun 3 shared papers
• Adel Javanmard 2 shared papers
• Christian M\"uller 2 shared papers
• David Matteson 2 shared papers
• Francois Ribalet 2 shared papers
• Gourab Mukherjee 2 shared papers
• Gregory Faletto 2 shared papers
• Irina Gaynanova 2 shared papers
• Johannes Lederer 2 shared papers
• Jonathan Taylor 2 shared papers
• Noah Simon 2 shared papers
• Ryan J. Tibshirani 2 shared papers
• Simeng Shao 2 shared papers
• Snigdha Panigrahi 2 shared papers