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Personalized Risk Scoring for Critical Care Patients using Mixtures of Gaussian Process Experts.

, , , and . CoRR, (2016)

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Evolution of Social Networks: A Microfounded Model., , and . CoRR, (2015)Personalized Risk Scoring for Critical Care Prognosis using Mixtures of Gaussian Processes., , , and . CoRR, (2016)Bayesian Nonparametric Causal Inference: Information Rates and Learning Algorithms., and . CoRR, (2017)Opportunistic Beamforming using Dumb Basis Patterns in Multiple Access Cognitive Channels., , and . CoRR, (2014)Personalized Risk Scoring for Critical Care Prognosis Using Mixtures of Gaussian Processes., , , and . IEEE Trans. Biomed. Eng., 65 (1): 207-218 (2018)ForecastICU: A Prognostic Decision Support System for Timely Prediction of Intensive Care Unit Admission., , , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 1680-1689. JMLR.org, (2016)AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning., and . ICML, volume 80 of Proceedings of Machine Learning Research, page 139-148. PMLR, (2018)Limits of Estimating Heterogeneous Treatment Effects: Guidelines for Practical Algorithm Design., and . ICML, volume 80 of Proceedings of Machine Learning Research, page 129-138. PMLR, (2018)Balancing Suspense and Surprise: Timely Decision Making with Endogenous Information Acquisition., and . NIPS, page 2910-2918. (2016)Spectrum sensing via reconfigurable antennas: fundamental limits and potential gains., , and . Telecommun. Syst., 62 (3): 581-602 (2016)