Ellen Vitercik

All Publications

• Leveraging Reviews: Learning to Price with Buyer and Seller Uncertainty OPERATIONS RESEARCH Guo, W., Haghtalab, N., Kandasamy, K., Vitercik, E. 2026

  View details for DOI 10.1287/opre.2023.0447

  View details for Web of Science ID 001762346800001

• Smoothed Analysis of Online Metric Matching with a Single Sample: Beyond Metric Distortion Li, Y., Vitercik, E., Yang, M. edited by Saraf, S. SCHLOSS DAGSTUHL, LEIBNIZ CENTER INFORMATICS. 2026

  View details for DOI 10.4230/LIPIcs.ITCS.2026.94

  View details for Web of Science ID 001750962000094

• LLMs for Cold-Start Cutting Plane Separator Configuration Lawless, C., Li, Y., Wikum, A., Udell, M., Vitercik, E. edited by Tack, G. SPRINGER INTERNATIONAL PUBLISHING AG. 2025: 51-69

  View details for DOI 10.1007/978-3-031-95976-9_4

  View details for Web of Science ID 001547302000004

• New Sequence-Independent Lifting Techniques for Cover Inequalities and When They Induce Facets Prasad, S., Vitercik, E., Balcan, M., Sandholm, T. edited by Kwok, J. IJCAI-INT JOINT CONF ARTIF INTELL. 2025: 2675-2683

  View details for Web of Science ID 001595146400298

• EquivaMap: Leveraging LLMs for Automatic Equivalence Checking of Optimization Formulations Zhai, H., Lawless, C., Vitercik, E., Liu Leqi edited by Singh, A., Fazel, M., Hsu, D., Lacoste-Julien, S., Berkenkamp, F., Maharaj, T., Wagstaff, K., Zhu, J. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2025: 74288-74305

  View details for Web of Science ID 001693170600276

• Primal-Dual Neural Algorithmic Reasoning He, Y., Vitercik, E. edited by Singh, A., Fazel, M., Hsu, D., Lacoste-Julien, S., Berkenkamp, F., Maharaj, T., Wagstaff, K., Zhu, J. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2025: 22743-22766

  View details for Web of Science ID 001693113700290

• Algorithms with Calibrated Machine Learning Predictions Shen, J., Vitercik, E., Wikum, A. edited by Singh, A., Fazel, M., Hsu, D., Lacoste-Julien, S., Berkenkamp, F., Maharaj, T., Wagstaff, K., Zhu, J. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2025: 54476-54498

  View details for Web of Science ID 001693164800062

• Wait-Less Offline Tuning and Re-solving for Online Decision Making Sun, J., Gao, W., Vitercik, E., Ye, Y. edited by Singh, A., Fazel, M., Hsu, D., Lacoste-Julien, S., Berkenkamp, F., Maharaj, T., Wagstaff, K., Zhu, J. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2025: 57419-57449

  View details for Web of Science ID 001693164800179

• How Much Data Is Sufficient to Learn High-Performing Algorithms? JOURNAL OF THE ACM Balcan, M., Deblasio, D., Dick, T., Kingsford, C., Sandholm, T., Vitercik, E. 2024; 71 (5)

  View details for DOI 10.1145/3676278

  View details for Web of Science ID 001366880900006

• Leveraging Reviews: Learning to Price with Buyer and Seller Uncertainty ACM SIGECOM EXCHANGES Guo, W., Haghtalab, N., Kandasamy, K., Vitercik, E. 2024; 22 (1): 74-82

  View details for Web of Science ID 001349692800003

• Learning to Branch: Generalization Guarantees and Limits of Data-Independent Discretization JOURNAL OF THE ACM Balcan, M., Dick, T., Sandholm, T., Vitercik, E. 2024; 71 (2)

  View details for DOI 10.1145/3637840

  View details for Web of Science ID 001208839800001

• Generalization Guarantees for Multi-Item Profit Maximization: Pricing, Auctions, and Randomized Mechanisms OPERATIONS RESEARCH Balcan, M., Sandholm, T., Vitercik, E. 2023

  View details for DOI 10.1287/opre.2021.0026

  View details for Web of Science ID 001125732800001

• No-Regret Learning in Partially-Informed Auctions Guo, W., Jordan, M. I., Vitercik, E., Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G., Sabato, S. JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2022

  View details for Web of Science ID 000922378803003

• Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts Balcan, M., Prasad, S., Sandholm, T., Vitercik, E. edited by Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K., Oh, A. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2022

  View details for Web of Science ID 001202259108035