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Akane Sano

PiRL: Participant-Invariant Representation Learning for Healthcare Using Maximum Mean Discrepancy and Triplet Loss

Feb 17, 2023
Zhaoyang Cao, Han Yu, Huiyuan Yang, Akane Sano

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* arXiv admin note: substantial text overlap with arXiv:2211.12422

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Empirical Evaluation of Data Augmentations for Biobehavioral Time Series Data with Deep Learning

Oct 13, 2022
Huiyuan Yang, Han Yu, Akane Sano

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* 8 pages, 5 figures, 2 tables, 3 pages appendix

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Bias Reducing Multitask Learning on Mental Health Prediction

Aug 07, 2022
Khadija Zanna, Kusha Sridhar, Han Yu, Akane Sano

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* 8 pages, 7n figures, to be published at 10TH INTERNATIONAL CONFERENCE ON AFFECTIVE COMPUTING & INTELLIGENT INTERACTION (ACII 2022)

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Exploiting Social Graph Networks for Emotion Prediction

Jul 12, 2022
Maryam Khalid, Akane Sano

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Semi-Supervised Learning and Data Augmentation in Wearable-based Momentary Stress Detection in the Wild

Feb 22, 2022
Han Yu, Akane Sano

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More to Less (M2L): Enhanced Health Recognition in the Wild with Reduced Modality of Wearable Sensors

Feb 16, 2022
Huiyuan Yang, Han Yu, Kusha Sridhar, Thomas Vaessen, Inez Myin-Germeys, Akane Sano

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* 4 pages, two figures and three tables

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