Magnus Ruud Kjær

According to our database, Magnus Ruud Kjær authored at least 6 papers between 2021 and 2026.

Collaborative distances:

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

2026

Mechanistic Interpretability of EEG Foundation Models via Sparse Autoencoders.

William Theodor Lehn-Schiøler, Magnus Ruud Kjær, Rahul Thapa, Magnus Guldberg Pedersen, Anton Mosquera Storgaard, Nick Williams, Radu Gatej, Tue Lehn-Schiøler, Andreas Brink-Kjær, Sadasivan Puthusserypady, Sándor Beniczky, James Zou, Lars Kai Hansen

CoRR, May, 2026

Pretraining on Sleep Data Improves non-Sleep Biosignal Tasks.

William Theodor Lehn-Schiøler, Magnus Ruud Kjær, Phillip Hempel, Magnus Guldberg Pedersen, Rahul Thapa, Bryan He, Nicolai Spicher, Andreas Brink-Kjaer, Lars Kai Hansen, Emmanuel Mignot

CoRR, May, 2026

2025

Stanford Sleep Bench: Evaluating Polysomnography Pre-training Methods for Sleep Foundation Models.

Magnus Ruud Kjær, Rahul Thapa, Gauri Ganjoo, Hyatt Moore IV, Poul Jørgen Jennum, M. Brandon Westover, James Zou, Emmanuel Mignot, Bryan He, Andreas Brink-Kjaer

CoRR, December, 2025

2024

SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals.

Rahul Thapa, Bryan He, Magnus Ruud Kjær, Hyatt E. Moore IV, Gauri Ganjoo, Emmanuel Mignot, James Zou

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Remote Estimation of Peripheral Oxygen Saturation and Pulse Rate From Facial Analysis Using a Smartphone Camera.

Andreas Grønbech Petersen, Magnus Ruud Kjær, Helge B. D. Sørensen

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2021

Polysomnographic Plethysmography Excursions are Reduced in Obese Elderly Men.

Magnus Ruud Kjær, Andreas Brink-Kjær, Umaer Hanif, Emmanuel Mignot, Poul Jennum, Helge B. D. Sørensen

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021