Gregory Darnell

12 papers A* 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A* conf
RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data.
ICLR
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
2024 J jnl
RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data.
CoRR
Maxwell A. Xu, Jaya Narain, Gregory Darnell, Haraldur Tómas Hallgrímsson, Hyewon Jeong, Darren Forde, Richard Fineman, Karthik Jayaraman Raghuram, James M. Rehg, Shirley You Ren
2023 J jnl
Modeling personalized heart rate response to exercise and environmental factors with wearables data.
npj Digit. Medicine
Achille Nazaret, Sana Tonekaboni, Gregory Darnell, Shirley You Ren, Guillermo Sapiro, Andrew C. Miller
2022 — conf
Latent Temporal Flows for Multivariate Analysis of Wearables Data.
MLHC
Magda Amiridi, Gregory Darnell, Sean Jewell
2022 J jnl
Latent Temporal Flows for Multivariate Analysis of Wearables Data.
CoRR
Magda Amiridi, Gregory Darnell, Sean Jewell
2022 — conf
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression.
CHIL
Jiacheng Zhu, Gregory Darnell, Agni Kumar, Ding Zhao, Bo Li, XuanLong Nguyen, Shirley You Ren
2022 J jnl
PhysioMTL: Personalizing Physiological Patterns using Optimal Transport Multi-Task Regression.
CoRR
Jiacheng Zhu, Gregory Darnell, Agni Kumar, Ding Zhao, Bo Li, XuanLong Nguyen, Shirley You Ren
2020 J jnl
Generalizing Variational Autoencoders with Hierarchical Empirical Bayes.
CoRR
Wei Cheng, Gregory Darnell, Sohini Ramachandran, Lorin Crawford
2020 J jnl
Sparse multi-output Gaussian processes for online medical time series prediction.
BMC Medical Informatics Decis. Mak.
Li-Fang Cheng, Bianca Dumitrascu, Gregory Darnell, Corey Chivers, Michael Draugelis, Kai Li, Barbara E. Engelhardt
2019 J jnl
Statistical tests for detecting variance effects in quantitative trait studies.
Bioinform.
Bianca Dumitrascu, Gregory Darnell, Julien Ayroles, Barbara E. Engelhardt
2017 J jnl
Adaptive Randomized Dimension Reduction on Massive Data.
J. Mach. Learn. Res.
Gregory Darnell, Stoyan Georgiev, Sayan Mukherjee, Barbara E. Engelhardt
2012 J jnl
Incorporating prior information into association studies.
Bioinform.
Gregory Darnell, Dat Duong, Buhm Han, Eleazar Eskin