Peter X. K. Song

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 13

Top Topics

Differentially Private

Segmentation And Feature Extraction

Physical Activity

Top Venues

IEEE J. Biomed. Health Informatics

J. Mach. Learn. Res.

IEEE Trans. Biomed. Eng.

Publications

Spencer Giddens, Yiwang Zhou, Kevin R. Krull, Tara M. Brinkman, Peter X. K. Song, Fang Liu
A Differentially Private Weighted Empirical Risk Minimization Procedure and its Application to Outcome Weighted Learning. CoRR (2023)
Margaret Banker, Peter X. K. Song
Supervised Learning of Physical Activity Features From Functional Accelerometer Data. IEEE J. Biomed. Health Informatics 27 (12) (2023)
Lan Shi, Marianthie Wank, Yan Chen, Yibo Wang, Yachuan Liu, Emily C. Hector, Peter X. K. Song
Sleep Classification With Artificial Synthetic Imaging Data Using Convolutional Neural Networks. IEEE J. Biomed. Health Informatics 27 (1) (2023)
Elyas Sabeti, Sehong Oh, Peter X. K. Song, Alfred O. Hero III
A Pattern Dictionary Method for Anomaly Detection. Entropy 24 (8) (2022)
Fei Wang, Ling Zhou, Lu Tang, Peter X. K. Song
Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models. J. Mach. Learn. Res. 22 (2021)
Xichen She, Yaya Zhai, Ricardo Henao, Christopher W. Woods, Christopher Chiu, Geoffrey S. Ginsburg, Peter X. K. Song, Alfred O. Hero III
Adaptive Multi-Channel Event Segmentation and Feature Extraction for Monitoring Health Outcomes. IEEE Trans. Biomed. Eng. 68 (8) (2021)
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
Data Discovery Using Lossless Compression-Based Sparse Representation. ICASSP (2021)
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
Data Discovery Using Lossless Compression-Based Sparse Representation. CoRR (2021)
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
Pattern-Based Analysis of Time Series: Estimation. ISIT (2020)
Lan Luo, Xichen She, Jiexuan Cao, Yunlong Zhang, Yijiang Li, Peter X. K. Song
Detection and Prediction of Ovulation From Body Temperature Measured by an In-Ear Wearable Thermometer. IEEE Trans. Biomed. Eng. 67 (2) (2020)
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
Pattern-Based Analysis of Time Series: Estimation. CoRR (2020)
Lu Tang, Ling Zhou, Peter X. K. Song
Fusion learning algorithm to combine partially heterogeneous Cox models. Comput. Stat. 34 (1) (2019)
Lu Tang, Peter X. K. Song
Fused Lasso Approach in Regression Coefficients Clustering - Learning Parameter Heterogeneity in Data Integration. J. Mach. Learn. Res. 17 (2016)
Xin Gao, Daniel Q. Pu, Peter X. K. Song
Transition Dependency: A Gene-Gene Interaction Measure for Times Series Microarray Data. EURASIP J. Bioinform. Syst. Biol. 2009 (2009)
Xin Gao, Peter X. K. Song
Nonparametric tests for differential gene expression and interaction effects in multi-factorial microarray experiments. BMC Bioinform. 6 (2005)