Arash Pakbin

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 11

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Publications

Arash Pakbin, Zhale Nowroozilarki, Donald K. K. Lee, Bobak J. Mortazavi
Predicting Real-time, Recurrent Adverse Invasive Ventilation from Clinical Data Streams. BSN (2023)
Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao
Theory and software for boosted nonparametric hazard estimation. SPACA (2021)
Zhale Nowroozilarki, Arash Pakbin, James Royalty, Donald K. K. Lee, Bobak J. Mortazavi
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards. BHI (2021)
Arash Pakbin, Xiaochen Wang, Bobak J. Mortazavi, Donald K. K. Lee
BoXHED 2.0: Scalable boosting of functional data in survival analysis. CoRR (2021)
Zhale Nowroozilarki, Arash Pakbin, James Royalty, Donald K. K. Lee, Bobak J. Mortazavi
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards. CoRR (2021)
Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao, Donald K. K. Lee
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates. ICML (2020)
Xiaochen Wang, Arash Pakbin, Bobak J. Mortazavi, Hongyu Zhao, Donald K. K. Lee
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates. CoRR (2020)
Zepeng Huo, Arash Pakbin, Xiaohan Chen, Nathan C. Hurley, Ye Yuan, Xiaoning Qian, Zhangyang Wang, Shuai Huang, Bobak Mortazavi
Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery. AISTATS (2020)
Zepeng Huo, Arash Pakbin, Xiaohan Chen, Nathan C. Hurley, Ye Yuan, Xiaoning Qian, Zhangyang Wang, Shuai Huang, Bobak Mortazavi
Uncertainty Quantification for Deep Context-Aware Mobile Activity Recognition and Unknown Context Discovery. CoRR (2020)
Roger Solis, Arash Pakbin, Ali Akbari, Bobak J. Mortazavi, Roozbeh Jafari
A human-centered wearable sensing platform with intelligent automated data annotation capabilities. IoTDI (2019)
Arash Pakbin, Parvez Rafi, Nate Hurley, Wade L. Schulz, Harlan M. Krumholz, Bobak Jack Mortazavi
Prediction of ICU Readmissions Using Data at Patient Discharge. EMBC (2018)