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William Hoiles

2 accepted papers

2016

A Non-parametric Learning Method for Confidently Estimating Patient's Clinical State and Dynamics

NeurIPS 2016poster

Estimating patient's clinical state from multiple concurrent physiological streams plays an important role in determining if a therapeutic intervention is necessary and for triaging patients in the hospital. In this paper we construct a non-parametric learning algorithm to estimate the clinical stat…

Cited by 13SourcePDFScholar
2016

Bounded Off-Policy Evaluation with Missing Data for Course Recommendation and Curriculum Design

ICML 2016poster

Successfully recommending personalized course schedules is a difficult problem given the diversity of students knowledge, learning behaviour, and goals. This paper presents personalized course recommendation and curriculum design algorithms that exploit logged student data. The algorithms are based…

Cited by 34SourcePDFScholar