Gregory Darnell

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 9

Top Topics

Empirical Bayes

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Achille Nazaret, Sana Tonekaboni, Gregory Darnell, Shirley You Ren, Guillermo Sapiro, Andrew C. Miller
Modeling personalized heart rate response to exercise and environmental factors with wearables data. npj Digit. Medicine 6 (2023)
Magda Amiridi, Gregory Darnell, Sean Jewell
Latent Temporal Flows for Multivariate Analysis of Wearables Data. MLHC (2022)
Jiacheng Zhu, Gregory Darnell, Agni Kumar, Ding Zhao, Bo Li, XuanLong Nguyen, Shirley You Ren
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression. CoRR (2022)
Magda Amiridi, Gregory Darnell, Sean Jewell
Latent Temporal Flows for Multivariate Analysis of Wearables Data. CoRR (2022)
Jiacheng Zhu, Gregory Darnell, Agni Kumar, Ding Zhao, Bo Li, XuanLong Nguyen, Shirley You Ren
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression. CHIL (2022)
Li-Fang Cheng, Bianca Dumitrascu, Gregory Darnell, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt
Sparse multi-output Gaussian processes for online medical time series prediction. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Wei Cheng, Gregory Darnell, Sohini Ramachandran, Lorin Crawford
Generalizing Variational Autoencoders with Hierarchical Empirical Bayes. CoRR (2020)
Bianca Dumitrascu, Gregory Darnell, Julien Ayroles, Barbara E. Engelhardt
Statistical tests for detecting variance effects in quantitative trait studies. Bioinform. 35 (2) (2019)
Gregory Darnell, Stoyan Georgiev, Sayan Mukherjee, Barbara E. Engelhardt
Adaptive Randomized Dimension Reduction on Massive Data. J. Mach. Learn. Res. 18 (2017)
Gregory Darnell, Dat Duong, Buhm Han, Eleazar Eskin
Incorporating prior information into association studies. Bioinform. 28 (12) (2012)