Gregory Darnell

According to our database, Gregory Darnell authored at least 9 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data.

Maxwell A. Xu, Jaya Narain, Gregory Darnell, Haraldur Tómas Hallgrímsson, Hyewon Jeong, Darren Forde, Richard Andres Fineman, Karthik Jayaraman Raghuram, James Matthew Rehg, Shirley You Ren

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2023

Modeling personalized heart rate response to exercise and environmental factors with wearables data.

Achille Nazaret, Sana Tonekaboni, Gregory Darnell, Shirley You Ren, Guillermo Sapiro, Andrew C. Miller

npj Digit. Medicine, 2023

2022

Latent Temporal Flows for Multivariate Analysis of Wearables Data.

Magda Amiridi, Gregory Darnell, Sean Jewell

Proceedings of the Machine Learning for Healthcare Conference, 2022

PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression.

Jiacheng Zhu, Gregory Darnell, Agni Kumar, Ding Zhao, Bo Li, XuanLong Nguyen, Shirley You Ren

Proceedings of the Conference on Health, Inference, and Learning, 2022

2020

Sparse multi-output Gaussian processes for online medical time series prediction.

Li-Fang Cheng, Bianca Dumitrascu, Gregory Darnell, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt

BMC Medical Informatics Decis. Mak., 2020

Generalizing Variational Autoencoders with Hierarchical Empirical Bayes.

Wei Cheng, Gregory Darnell, Sohini Ramachandran, Lorin Crawford

CoRR, 2020

2019

Statistical tests for detecting variance effects in quantitative trait studies.

Bianca Dumitrascu, Gregory Darnell, Julien Ayroles, Barbara E. Engelhardt

Bioinform., 2019

2017

Adaptive Randomized Dimension Reduction on Massive Data.

Gregory Darnell, Stoyan Georgiev, Sayan Mukherjee, Barbara E. Engelhardt

J. Mach. Learn. Res., 2017

2012

Incorporating prior information into association studies.

Gregory Darnell, Dat Duong, Buhm Han, Eleazar Eskin

Bioinform., 2012