Peter X. K. Song

15 papers B 1Misc 1Journal 13
YearRankTypeTitle / Venue / Authors
2023 J jnl
A Differentially Private Weighted Empirical Risk Minimization Procedure and its Application to Outcome Weighted Learning.
CoRR
Spencer Giddens, Yiwang Zhou, Kevin R. Krull, Tara M. Brinkman, Peter X. K. Song, Fang Liu
2023 J jnl
Sleep Classification With Artificial Synthetic Imaging Data Using Convolutional Neural Networks.
IEEE J. Biomed. Health Informatics
Lan Shi, Marianthie Wank, Yan Chen, Yibo Wang, Yachuan Liu, Emily C. Hector, Peter X. K. Song
2023 J jnl
Supervised Learning of Physical Activity Features From Functional Accelerometer Data.
IEEE J. Biomed. Health Informatics
Margaret Banker, Peter X. K. Song
2022 J jnl
A Pattern Dictionary Method for Anomaly Detection.
Entropy
Elyas Sabeti, Sehong Oh, Peter X. K. Song, Alfred O. Hero III
2021 J jnl
Adaptive Multi-Channel Event Segmentation and Feature Extraction for Monitoring Health Outcomes.
IEEE Trans. Biomed. Eng.
Xichen She, Yaya Zhai, Ricardo Henao, Christopher W. Woods, Christopher Chiu, Geoffrey S. Ginsburg, Peter X. K. Song, Alfred O. Hero III
2021 Misc conf
Data Discovery Using Lossless Compression-Based Sparse Representation.
ICASSP
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
2021 J jnl
Data Discovery Using Lossless Compression-Based Sparse Representation.
CoRR
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
2021 J jnl
Method of Contraction-Expansion (MOCE) for Simultaneous Inference in Linear Models.
J. Mach. Learn. Res.
Fei Wang, Ling Zhou, Lu Tang, Peter X. K. Song
2020 J jnl
Detection and Prediction of Ovulation From Body Temperature Measured by an In-Ear Wearable Thermometer.
IEEE Trans. Biomed. Eng.
Lan Luo, Xichen She, Jiexuan Cao, Yunlong Zhang, Yijiang Li, Peter X. K. Song
2020 B conf
Pattern-Based Analysis of Time Series: Estimation.
ISIT
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
2020 J jnl
Pattern-Based Analysis of Time Series: Estimation.
CoRR
Elyas Sabeti, Peter X. K. Song, Alfred O. Hero III
2019 J jnl
Fusion learning algorithm to combine partially heterogeneous Cox models.
Comput. Stat.
Lu Tang, Ling Zhou, Peter X. K. Song
2016 J jnl
Fused Lasso Approach in Regression Coefficients Clustering - Learning Parameter Heterogeneity in Data Integration.
J. Mach. Learn. Res.
Lu Tang, Peter X. K. Song
2009 J jnl
Transition Dependency: A Gene-Gene Interaction Measure for Times Series Microarray Data.
EURASIP J. Bioinform. Syst. Biol.
Xin Gao, Daniel Q. Pu, Peter X. K. Song
2005 J jnl
Nonparametric tests for differential gene expression and interaction effects in multi-factorial microarray experiments.
BMC Bioinform.
Xin Gao, Peter X. K. Song