Ellen Vitercik

Ellen Vitercik

Carnegie Mellon University - Pittsburgh / United States
Others
AD Scientific Index ID: 903611
person_outline Ellen Vitercik's MOST POPULAR ARTICLES
1-) Learning to branch: Generalization guarantees and limits of data-independent discretizationMF Balcan, T Dick, T Sandholm, E VitercikJournal of the ACM, 2023193*2023
2-) A General Theory of Sample Complexity for Multi-Item Profit MaximizationMF Balcan, T Sandholm, E VitercikProceedings of the 2018 ACM Conference on Economics and Computation, 173-174, 201866*2018
3-) Sample Complexity of Automated Mechanism DesignMF Balcan, T Sandholm, E VitercikAdvances In Neural Information Processing Systems, 2083-2091, 2016632016
4-) Dispersion for data-driven algorithm design, online learning, and private optimizationMF Balcan, T Dick, E Vitercik2018 IEEE 59th Annual Symposium on Foundations of Computer Science (FOCS …, 2018722018
5-) How much data is sufficient to learn high-performing algorithms? generalization guarantees for data-driven algorithm designMF Balcan, D DeBlasio, T Dick, C Kingsford, T Sandholm, E VitercikProceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing …, 202171*2021