"time-series analysis" Papers

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PaPaGei: Open Foundation Models for Optical Physiological Signals

Arvind Pillai, Dimitris Spathis, Fahim Kawsar et al.

ICLR 2025arXiv:2410.20542
41
citations

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

Maxwell Xu, Jaya Narain, Gregory Darnell et al.

ICLR 2025arXiv:2411.18822
13
citations

Neural Time

Reversed Generalized Riccati Equation

AAAI 2024paperarXiv:2006.15753
6
citations

PAC-Bayes Generalisation Bounds for Dynamical Systems including Stable RNNs

Deividas Eringis, John Leth, Zheng-Hua Tan et al.

AAAI 2024paperarXiv:2312.09793
4
citations