Brent A. Coull

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 10

Top Topics

Ensemble Learning

Top Venues

npj Digit. Medicine

Publications

Huichu Li, Elizabeth A. Gibson, Anne Marie Z. Jukic, Donna D. Baird, Allen J. Wilcox, Christine L. Curry, Tyler Fischer-Colbrie, Jukka-Pekka Onnela, Michelle A. Williams, Russ Hauser, Brent A. Coull, Shruthi Mahalingaiah
Menstrual cycle length variation by demographic characteristics from the Apple Women's Health Study. npj Digit. Medicine 6 (2023)
Wenying Deng, Beau Coker, Jeremiah Zhe Liu, Brent A. Coull
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees. CoRR (2022)
John W. Paisley, Sebastian Rowland, Jeremiah Zhe Liu, Brent A. Coull, Marianthi-Anna Kioumourtzoglou
Bayesian Nonparametric Model Averaging Using Scalable Gaussian Process Representations. Big Data (2022)
Wenying Deng, Beau Coker, Rajarshi Mukherjee, Jeremiah Z. Liu, Brent A. Coull
Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees. NeurIPS (2022)
Elizabeth A. Gibson, Huichu Li, Victoria Fruh, Malaika Gabra, Gowtham Asokan, Anne Marie Z. Jukic, Donna D. Baird, Christine L. Curry, Tyler Fischer-Colbrie, Jukka-Pekka Onnela, Michelle A. Williams, Russ Hauser, Brent A. Coull, Shruthi Mahalingaiah
Covid-19 vaccination and menstrual cycle length in the Apple Women's Health Study. npj Digit. Medicine 5 (2022)
Mark J. Meyer, Elizabeth J. Malloy, Brent A. Coull
Bayesian wavelet-packet historical functional linear models. Stat. Comput. 31 (2) (2021)
Jeremiah Zhe Liu, John W. Paisley, Marianthi-Anna Kioumourtzoglou, Brent A. Coull
Accurate Uncertainty Estimation and Decomposition in Ensemble Learning. CoRR (2019)
Jeremiah Z. Liu, John W. Paisley, Marianthi-Anna Kioumourtzoglou, Brent A. Coull
Accurate Uncertainty Estimation and Decomposition in Ensemble Learning. NeurIPS (2019)
Jeremiah Zhe Liu, John W. Paisley, Marianthi-Anna Kioumourtzoglou, Brent A. Coull
Adaptive and Calibrated Ensemble Learning with Dependent Tail-free Process. CoRR (2018)
Jeremiah Z. Liu, Brent A. Coull
Robust Hypothesis Test for Nonlinear Effect with Gaussian Processes. NIPS (2017)
Jaroslaw Harezlak, Brent A. Coull, Nan M. Laird, Shannon R. Magari, David Christiani
Penalized solutions to functional regression problems. Comput. Stat. Data Anal. 51 (10) (2007)