Scott Hu

Publication Activity (10 Years)

Years Active: 2016-2018
Publications (10 Years): 8

Top Topics

Hyperparameters

Risk Management

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Ahmed M. Alaa, Jinsung Yoon, Scott Hu, Mihaela van der Schaar
Personalized Risk Scoring for Critical Care Prognosis Using Mixtures of Gaussian Processes. IEEE Trans. Biomed. Eng. 65 (1) (2018)
Ahmed M. Alaa, Jinsung Yoon, Scott Hu, Mihaela van der Schaar
Individualized Risk Prognosis for Critical Care Patients: A Multi-task Gaussian Process Model. CoRR (2017)
Ahmed M. Alaa, Scott Hu, Mihaela van der Schaar
Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis. ICML (2017)
Ahmed M. Alaa, Scott Hu, Mihaela van der Schaar
Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis. CoRR (2017)
Jinsung Yoon, Ahmed M. Alaa, Scott Hu, Mihaela van der Schaar
ForecastICU: A Prognostic Decision Support System for Timely Prediction of Intensive Care Unit Admission. ICML (2016)
Ahmed M. Alaa, Jinsung Yoon, Scott Hu, Mihaela van der Schaar
Personalized Risk Scoring for Critical Care Prognosis using Mixtures of Gaussian Processes. CoRR (2016)
Ahmed M. Alaa, Jinsung Yoon, Scott Hu, Mihaela van der Schaar
A Semi-Markov Switching Linear Gaussian Model for Censored Physiological Data. CoRR (2016)
Ahmed M. Alaa, Jinsung Yoon, Scott Hu, Mihaela van der Schaar
Personalized Risk Scoring for Critical Care Patients using Mixtures of Gaussian Process Experts. CoRR (2016)