publications

2025

  1. ICML
    cali_preds.png
    Algorithms with Calibrated Machine Learning Predictions
    Judy Hanwen Shen, Ellen Vitercik, and Anders Wikum
    In International Conference on Machine Learning (ICML), 2025
    Spotlight arXiv

2024

  1. CPAIOR
    cpaior.png
    LLMs for Cold-Start Cutting Plane Separator Configuration
    Connor Lawless, Yingxi Li, Anders Wikum, Madeleine Udell, and Ellen Vitercik
    In International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR), 2024
    arXiv
  2. ICML
    magnolia2.png
    MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation
    Alexandre Hayderi, Amin Saberi, Ellen Vitercik, and Anders Wikum
    In International Conference on Machine Learning (ICML), 2024
    arXiv

2019

  1. WSC
    Using Simulation to Study the Last to Enter Service Delay Announcement in Multiserver Queues with Abandonment
    Aditya Shah, Anders Wikum, and Jamol Pender
    In Winter Simulation Conference (WSC), 2019
    DOI