Melika Baghi

Publications

Full list on Google Scholar.

Healthcare analytics

  1. Reducing Waiting Time for Medical Tourists Through Hybrid Agent-Based and Discrete-Event Simulation: A Hospital Case Study

    Melika Baghi, Hadi Mosadegh

    Under review, Health Care Management Science · arXiv:2605.19139

    Paper Code DOI

  2. Conditional Validity for Adaptive Modality Acquisition: When the Policy Chooses Its Own Calibration Group

    Melika Baghi

    Under review · arXiv:2608.15520

    Paper Code

Machine learning methods

  1. Constrained Extreme Gradient Boosting for Adapting Reduced-Order Models

    Melika Baghi, Xiao Liu, Kamran Paynabar

    Under review · arXiv:2605.04130

    Paper Code

  2. Pooling and Drift in Delayed Bandits

    Melika Baghi

    ML×OR 2026 Workshop (non-archival) · arXiv:2609.01761

    Paper Code

  3. Supervised Active-Subspace Input Reduction and Risk-Controlled Field Uncertainty for Tensor-Valued Computer Experiments

    Melika Baghi, Xiao Liu, Kamran Paynabar

    Manuscript under review

  4. Tensor-based Reduced Order Model

    Melika Baghi, Xiao Liu, Kamran Paynabar

    Manuscript under review

  5. Reference-Measure Conformal Prediction for Subspace-Valued Outputs

    Manuscript in preparation

  6. Topological Conformal Risk Control: Distribution-Free Uncertainty for Persistent Features

    Manuscript in preparation