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Li-Fang Cheng
Publication Activity (10 Years)
Years Active: 2012-2020
Publications (10 Years): 7
Top Topics
Reinforcement Learning
Hyperparameters
Intensive Care Units
Gaussian Process
Top Venues
CoRR
BMC Medical Informatics Decis. Mak.
AISTATS
PSB
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Publications
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Li-Fang Cheng
,
Bianca Dumitrascu
,
Gregory Darnell
,
Corey Chivers
,
Michael Draugelis
,
Kai Li
,
Barbara E. Engelhardt
Sparse multi-output Gaussian processes for online medical time series prediction.
BMC Medical Informatics Decis. Mak.
20 (1) (2020)
Li-Fang Cheng
,
Bianca Dumitrascu
,
Michael Minyi Zhang
,
Corey Chivers
,
Michael Draugelis
,
Kai Li
,
Barbara E. Engelhardt
Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes.
AISTATS
(2020)
Li-Fang Cheng
,
Niranjani Prasad
,
Barbara E. Engelhardt
An Optimal Policy for Patient Laboratory Tests in Intensive Care Units.
PSB
(2019)
Li-Fang Cheng
,
Bianca Dumitrascu
,
Michael Minyi Zhang
,
Corey Chivers
,
Michael Draugelis
,
Kai Li
,
Barbara E. Engelhardt
Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes.
CoRR
(2019)
Li-Fang Cheng
,
Niranjani Prasad
,
Barbara E. Engelhardt
An Optimal Policy for Patient Laboratory Tests in Intensive Care Units.
CoRR
(2018)
Niranjani Prasad
,
Li-Fang Cheng
,
Corey Chivers
,
Michael Draugelis
,
Barbara E. Engelhardt
A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units.
CoRR
(2017)
Niranjani Prasad
,
Li-Fang Cheng
,
Corey Chivers
,
Michael Draugelis
,
Barbara E. Engelhardt
A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units.
UAI
(2017)
Li-Fang Cheng
,
Tung-Chien Chen
,
Liang-Gee Chen
Low-power multi-processor system architecture design for universal biomedical signal processing.
ISCAS
(2013)
Li-Fang Cheng
,
Tung-Chien Chen
,
Liang-Gee Chen
Architecture design of the multi-functional wavelet-based ECG microprocessor for realtime detection of abnormal cardiac events.
EMBC
(2012)