Søren Brage

According to our database, Søren Brage authored at least 10 papers between 2008 and 2023.

Collaborative distances:

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

2023

UDAMA: Unsupervised Domain Adaptation through Multi-discriminator Adversarial Training with Noisy Labels Improves Cardio-fitness Prediction.

Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo

Proceedings of the Machine Learning for Healthcare Conference, 2023

2022

Longitudinal cardio-respiratory fitness prediction through wearables in free-living environments.

Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Yu Wu, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo

npj Digit. Medicine, 2022

Turning Silver into Gold: Domain Adaptation with Noisy Labels for Wearable Cardio-Respiratory Fitness Prediction.

Yu Wu, Dimitris Spathis, Hong Jia, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo

CoRR, 2022

Longitudinal cardio-respiratory fitness prediction through free-living wearable sensors.

Dimitris Spathis, Ignacio Perez-Pozuelo, Tomas I. Gonzales, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo

CoRR, 2022

2021

SelfHAR: Improving Human Activity Recognition through Self-training with Unlabeled Data.

Chi Ian Tang, Ignacio Perez-Pozuelo, Dimitris Spathis, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Self-supervised transfer learning of physiological representations from free-living wearable data.

Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo

Proceedings of the ACM CHIL '21: ACM Conference on Health, 2021

2020

Learning Generalizable Physiological Representations from Large-scale Wearable Data.

Dimitris Spathis, Ignacio Perez-Pozuelo, Søren Brage, Nicholas J. Wareham, Cecilia Mascolo

CoRR, 2020

2018

Estimating city-level travel patterns using street imagery: a case study of using Google Street View in Britain.

Rahul Goel, Leandro M. T. Garcia, Anna Goodman, Rob Johnson, Rachel Aldred, Manoradhan Murugesan, Søren Brage, Kavi Bhalla, James Woodcock

CoRR, 2018

2010

A method to compare new and traditional accelerometry data in physical activity monitoring.

Vincent T. van Hees, Marcelo Pias, Salman Taherian, Ulf Ekelund, Søren Brage

Proceedings of the 11th IEEE International Symposium on a World of Wireless, 2010

2008

Gaussian Process Robust Regression for Noisy Heart Rate Data.

Oliver Stegle, Sebastian V. Fallert, David J. C. MacKay, Søren Brage

IEEE Trans. Biomed. Eng., 2008