Mohammad Zhalechian

University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering

1205 Beal Avenue

IOE Department

Ann Arbor, MI 48109

United States

SCHOLARLY PAPERS

3

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Scholarly Papers (3)

1.

Advance Scheduling with Personalized Learning

Posted: 10 Mar 2020
Mohammad Zhalechian, Esmaeil Keyvanshokooh, Cong Shi and Mark P. Van Oyen
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Michigan at Ann Arbor

Abstract:

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advance scheduling, online learning, contextual bandit; online resource allocation; regret analysis; personalized healthcare services

2.

Contextual Learning with Online Convex Optimization: Theory and Application to Chronic Diseases

Posted: 31 Dec 2019
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor and Massachusetts General Hospital

Abstract:

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online learning algorithms, regret analysis, contextual bandit, stochastic sub-gradient descent, personalized medicine, disease progression, type 2 diabetes.

3.

Personalized Hospital Admission Control: A Contextual Learning Approach

Mohammad Zhalechian, Esmaeil Keyvanshokooh, Cong Shi and Mark P. Van Oyen
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering and University of Michigan at Ann Arbor

Abstract:

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online learning, contextual bandit, regret analysis, readmission, personalized admission control